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Cp Lab Report
INTERNSHIP AND CURRICULAR PRACTICAL TRAINING (CPT)
Company information
I am working as a Linux/infrastructure engineer at Informatics Prism/Cirrus labs. It provides solutions and services to it's client. The core concept of
this is Agile software delivery, Automation, Cloud services and IoT. It helps client's businesses transformation by taking the road to agile methodology
by fulfilling gaps between business requirement and traditional methodology.
As a Linux/Infrastructure Engineer my first project was to Jenkins installation on AWS. Jenkins is an open source automation DevOps tool written in
java. Jenkins helps to automate the non–human part of software development process, with continuous integration and facilitating technical ... Show
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For this project I made one LDAP server using open DAP on Linux machine and integrate LDAP server with bitbucket, Jira and confluence together.
Before start real time project I tried 3 times to manage centralized system on local machine. After successful implementation of LDAP on Local server
it was implementing on AWS.
My 4th project was java web application hosting on Azure cloud. I install maven and tomcat server on Linux Virtual instance and I have to create
database and I have to manage security for that application.
My fifth Project to protect company resources from DDOs Attach. I used Cache Domain Name Service DNS for protection of internal resource some
level of DDOS attack. For this I create one Linux server and with unbound package. The main purpose this caching server is to improve DNS
efficiency and performance.
My sixth project is still going on which is very different from college course. It is totally new technology for me to automate different Linux server
places on different cloud using DevOps tools called Ansible.
My seventh project is still going on which is design for application virtualization. In this project I have to use Kubernetes and docker. It is specially
design for high availability and auto scaling.
Here are the courses I learned in Maharishi University of Management (MUM) that helped me during my work:
1.Modern Programming Practices:
Modern Programming Practices (MPP) is the most critical course that I had studied in Maharishi
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The Life Of Dorothy Wordsworth And John Keats
During the eighteenth century, a style of writing called romanticism that challenged societal norms began to emerge. It worked against the Age of
Enlightenment and encouraged emotional, visual, and knowledge as the reservoir for influence. From this time six important authors surfaced: William
Blake, William Wordsworth, Percy Shelley, Samuel Taylor Coleridge, Byron, and John Keats. Included in this list should be Dorothy Wordsworth and
Mary Wollstonecraft. The eighteenth century produce material that shattered the fundamental's of society.
On Christmas day in 1771, Dorothy Wordsworth was born. When her mother passed away seven years later, young Dorothy was shuffled from one
relative to another. Even though her brothers received an education and she didn't, William willingly taught her to read and write. While Dorothy
Wordsworth's journals weren't meant to see the eyes of the public, scholars published her writings. The passages are woven together with picturesque
details and observations of nature with the love of her brother, William. The text challenges the notation that simplistic and common things are boring
and not extraordinary. On January 31, 1798, Dorothy wrote, "When we left home the moon immensely large, the sky scattered over with clouds. These
soon closed in, contracting the dimensions of the moon without concealing her. The sound of the pattering shower, and the gusts of wind, very grand.
Left the wood when nothing remained of the storm but the driving wind,
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Complexity And Algorithms That Can Take An Impossible...
Complexity and Tractability
The area of tractability explores problems and algorithms that can take an impossible amount of computation to solve. Tractable problems can be
roughly defined as problems that can be solved in a reasonable amount of time, while intractable problems are those which take too long to solve to be
useful. Finding solutions to these problems is a key problem in computer science today and has been for many years. It is also important for a
computer scientist to recognise intractable problems as it would be a huge waste of time trying to write a program to an intractable problem. It would
be better to recognise this and take a different more suitable approach that would save time and effort but also would come up with a valid solution.
However there are advantages to making a problem intractable though as when securing things using intractable codes which cannot be hacked into
easily. Complexity can be simply defined as a rough estimation of amount of time it takes a particular algorithm to solve a problem. This is not only
measured in time but can be expressed as the number of steps taken in order to solve a problem. It is important to be able to measure the complexity
of a problem as this can help to indicate how good/effective an algorithm will be and whether it is tractable or not.One of the most popular intractable
problems that has been found is the Traveling Salesman problem. This problem represents a salesman who wants to find the shortest
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Designing Pairwise Testing Tool, Constraints, Result And...
In the earlier chapter, a detail explanation of CBPTT development was discussed including the flow, implementation, result and discussion of
experiments conducted. This chapter concluded the research work on CBPTT with additional features that can be applied to CBPTT in the future.
5.2Conclusion
Since reliability issues have become one of the most concern issues in software development. However by conducting software testing, it does not
ensure free defect failure software but it can increase the reliability of a software product. Although it is necessary to test the software thoroughly, it is
impossible to have exhaustive testing. This is the reason interaction testing have been the most used testing. Especially pairwise testing which use two
way interactions to find software defect. This had become the driven force for this research. The aim of this research was to develop pairwise testing
tool, Constraints Based Pairwise Testing Tool (CBPTT), that can conduct pairwise testing with constraints supports. Constraints are list of limitations
and impossible combinations that can present in a software system. CBPTT was developed to eliminate these constraints and further reduced the
resulted test cases. Survey on existing tool was conducted to help CBPTT implementation. The result of the survey was discussed in literature review
chapter. The result from the survey included the available features of existing system that also support pairwise testing and constraints
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The Classical Music And Jazz
Yusuke Sato
Professor Dana
ILAC Pathway 3
25 September 2015Classical music and Jazz
What people come up with when they hear the words "classical music" is a big concert hall, while what people come up with is a small bar or
something when they hear "jazz". It seems they are different as they are named differently, but are they really different? Also, given that the mainstream
in the music industry is popular music, both classical music and jazz are not appreciated by many people, but how have these two music survived up
until today?
Firstly, it is necessary to look back into their histories in order to understand how they have developed. Classical music dates back more than one
thousand years ago, which is called Medieval era and was succeeded by Renaissance era. And then when it entered Baroque era, where the father of
music Johann Sebastian Bach thrived, there were the forms of classical music that are similar to something which is often heard today. However, in
these old eras, classical music was a liturgical music. It was played mostly in a church. Also, it was favored by royals or aristocrats. Even Bach was
hired by some aristocrats and composed great works for them. When it reached the eighteenth century, although classical music was still ecclesiastical
music, classical music became popularized due to concerts and recitals. And then it entered Impressionist era, suggestion and atmosphere came to the
foreground as important factors. The word
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Classical American Music Research Paper
Running head: CLASSICAL AMERICAN MUSIC 1
CLASSICAL AMERICAN MUSIC2
Classical American music
Course/Number
Date
Instructor Name
Classical American music
Early music from America
Music with influence from Europe always uses a number of instruments, together with vocalists and choirs. In some instances, the most current
instruments like electric guitars are used together with the traditional instruments of an orchestra. One prominent artist within this field was Hildegard
of Bingen. Hildegard was always known as a very influential nun during the time of middle ages and developed a number of compositions that had
unearthly beaury. One of such great composition is O pastor animarum. Thismusic is highly held up in the west to illustrate ... Show more content on
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Composers like Amy Beach did counter this by generating very nice and serious music (Burkholder & Grout, 2014). Amy Beach usually composes
Romantic classical music, which majority is yet to compare with that of composers such as Brahmns. This music worked both unintentionally and
intentionally to assist the new America nation to seal its cultural identity separately from the European countries. One great example of this kind of
compositions is Beach's Gaelic Symphony, the kind of musical elements which pay honor to the Scottish and Irish settlers who played great role in the
history of America (Monson & Marvin, 2013).
Tin Pan Alley music
Tin Pan Alley music rose to the fame at the start of the 20th century, the same time the United States was starting its meteoric rise to cultural
greatness that is enjoying currently. This music always appear very bright and happy. Composers like Gershwin were well known for developing
pieces that were brooding and dark. That is to say, they were music that had exuded optimism. Rhapsody in Blue, by Gershwin is one of the prominent
and most innovative piece that arose from this genre. Within this music, Gershwin blended jazz and classical music to come up with a very unique
style of music (Monson &
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Chemical Formula Review
Chemical Formulas Review: Nomenclature and Formula Writing
Naming Simple Compounds
There are four naming systems you should familiarize yourself with to succeed on the SAT II Chemistry exam. The trick is recognizing which naming
system to use. Here are the guidelines: * If the compound starts with H, it is an acid. Use the naming acids rules. * If the compound starts with C and
contains quite a few H's and perhaps some O's, it is organic. Use the naming organic compounds rules. * If the compound starts with a metal, it is most
likely ionic. Use the naming binary ionic compounds rules. * If the compound starts with a nonmetal other than H or C, use the naming binary
molecular compounds rules.
It is also essential that ... Show more content on Helpwriting.net ...
H2SO3 is sulfurous acid.
Acids have enough H+ added to the anion to make the compound neutral. Supply either the acid's name or its formula to complete the table below:
Acid formula| Acid name| HCl| | | Hypochlorous acid| | Chlorous acid| | Chloric acid| | Hyperchloric acid (or perchloric acid)| HNO3| | | Hydrobromic
acid| H3PO4| | H3PO3| | | Hydrocyanic acid| HC2H3O2| | | Carbonic acid| | Hydroiodic acid| HF| |
Naming Organic Compounds
How do you know it's organic? The formula will start with a C followed by H's. Most of the organic carbons you will encounter will be either
hydrocarbons or alcohols, and luckily for you, these are the simplest of all to name. Learn the list of prefixes in the table following this section: they
correspond to the number of carbons present in the compound. The following silly statement will help you remember the order of the first four
prefixes since they are not ones you are familiar with: "Me eat peanut butter." This corresponds to meth–, eth–, prop–, and but–, which correspond to
one, two, three, and four carbons, respectively.
Now that we have a stem, we need an ending. There are three common hydrocarbon endings; the ending changes depending on the structure of the
molecule: * –ane = alkane (all single bonds and saturated); CnH2n+2; saturated: it contains the maximum number of H's * –ene = alkene (contains
double bond, unsaturated); CnH2n *
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Data Management And Information Systems
Introduction
With 3.2 billion internet users [1] and 6.4 billion internet connected devices by 2016 [2], unprecedented amount of data is being generated and
process daily and increasing every year. The advent of web 2.0 has fueled the growth and creation of new and more complex types of data which
creates a natural demand to analyze new data sources in order to gain knowledge. This new data volume and complexity of the data is being called
Big Data, famously characterised by Volume, Variety and Velocity; has created data management and processing challenges due to technological
limitations, efficiency or cost to store and process in a timely fashion. The large volume and complex data is unable to be handled and/or processed by
most current information systems in a timely manner and the traditional data mining and analytics methods developed for a centralized data systems
may not be practical for big data.
The paper provides background and related literature on the Big Data, studies the concept from Relational Database to current NoSQL database which
have been fueled by the growth Big Data and importance of managing it. And surveys the Big Data challenges from the perspective of its
characteristics Volume, Variety and Velocity and attempts to study how those challenges can be addressed.
This is where NoSQL systems have been created to solve the data management challenges posed by Big Data. NoSQL is not a single system that can
solve every single Big Data problem
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The Essentials of Project Management
Nature release
THE ESSENTIALS OF PROJECT MANAGEMENT
SECOND EDITION
The Essentials of Project Management
Second Edition
Dennis Lock
Gower
O Dennis Lock 2001
A l rights reserved. No part of this publication may be reproduced, l stored in a retrieval system, or transmitted in any form or by any means, electronic,
mechanical, photocopying, recording or otherwise without the permission of the publisher.
First published 1996 This edition published by Gower Publishing Limited Gower House Croft Road Aldershot Hampshire G u l l 3HR England Gower
Publishing Company 131 Main Street Burlington VT 05401–5600 USA
Dennis Lock has asserted his right under the Copyright, Designs and Patents Act 1988 to be identified as the author ... Show more content on
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ing quality and progress –Vendors ' documents Shipping, port and customs formalities
10 Cost management 183 A checklist of cost management factors– Cost budgets Purchased materials, equipment and servicesMilestone analysis– A
simple performance analysis method for design engineering – An outline of earned value analysis– Effect of modifications on earned value analysis–
The project ledger concept – Predicting profitability for a project – Post–mortem 11 Changes 209 Classification of changes –
Authorizationarrangements –Registrationand progressing –Formal procedures for external change requests– Formal procedure for internal change
requests– Design freeze– The interchangeability rule – Emergency modifications
12 Managing progress Project progressingas a closed loop control system Progress monitoring and schedule updating – When the news is bad –
Corrective measures – Progress meetings – Project progress reports – Project closure 225
Select bibliography Index
List of figures
The essential processesof project management The process of project definition Part of a project definition checklist A functional matrix for a single
project i a n manufacturingcompany Matrix organization for several simultaneous projects in a manufacturingcompany Matrix organization for a
company engineering petrochemical, mining or large construction projects Project team organization Project team versus balanced matrix A hybrid
organization A project with more than one project manager
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The Effects Of Music On Children 's Music
ESSAY SUPER FINAL:
Music is important to children. Some of them want to listen to it alone trough headphones, others are wishing to sing, hum, whistle, or chant it. Some
want to play musical instruments – solo or with friends. Others enjoy dancing to it. Some wish to create "new music".
Whether listening, singing, playing, moving, or creating music, musical experiences are prominent in the lives of children.
All children are musical. In different forms and degrees, children possess the capacity to become musical than may currently demonstrate. They listen,
sing, dance, play and express themselves musically with little or no previous training.
Children are capable of careful and attentive listening, so they are able to perceive and understand the musical language, they can create and recreate.
Because most children most children possess the physical capability to hear sounds, they can be led to listening intelligently to the manner in which
these sounds are organized as a music.
Children can response to music through movement in controlled and expressive way. To follow of the musical pulse is one of the initial milestones in
movement development. This skill is directly related to attentive listening.
Musical performance on an instrument is more sophisticated musical activity. All children who are good listeners, and who have the interest and
discipline to take daily time to build both physical and musical skills, will make good players.
Children may begin with musical
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Financial Planning
FINANCIAL PLANNING AND CONTROL
Part One
I. Overview of the Planning Process A long–term financial plan begins with strategy. Typically, the senior management team conducts an analysis of
the markets in which the firm competes. Managers try to identify ways to protect and increase the firm's competitive advantage in those markets. For
example, the first priority of a firm that competes by achieving the lowest production cost in an industry might be to determine whether it should make
additional investments in manufacturing facilities to achieve even greater production efficiencies. Of course, being the low–cost producer is difficult if
the firm's fixed assets are chronically underutilized. This type of firm therefore will spend a ... Show more content on Helpwriting.net ...
Figure 1.0– Sustainable Growth Equality
As a firm grows, it must invest in new assets to support increased sales volume. The investments in new assets must be financed with some combination
of increased liabilities and increasesd equity. Interpreting the Sustainable Growth Model
The model does not say anything about how fast the firm should grow but it gives ideas on how a firm can benefit using this concept: The primary
advantage of the sustainable growth is its simplicity. The sustainable growth model gives managers a kind of shorthand projection that ties together
growth objectives and financing needs. It provides hints about the levers that managers must pull to achieve growth above the sustainable rate. It also
identifies some of the financial benefits of growing more slowly than the sustainable rate. The concept also highlights tensions that can develop as firms
pursue multiple objectives simultaneously.
Pro Forma Financial Statements
These are forecasts of what a firm expects its income statement and balance sheet to look like a year or two ahead. Occassionally, firms use this
statements for several reasons: Internal planning and control purposes. Communicate plans to outside investors. Establish goals to which compensation
may be tied. Predict any liquidity problem with enough lead time to have
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Working At The Reservation Desk
You walk in your school library and see the student workers working at the reservation desk. You see them picking up a book from the shelves,
scanning it, and giving it to their patron. You think working at the reservation desk is way easier than any other jobs at school such as tutoring or
child caring and hope to get this position. Well, it is good if you get it, but you mightwant to know that this job is much heavier than what you expect.
The job itself does not include only picking books and giving them to the patrons but also every other tasks in the library that can come up in the
supervisor 's head: shelving books, counting people, getting books and newspapers from the book drops, cutting draft paper, and dusting the shelves.
She does not want you to have spare time during your shift. Nevertheless, there are several tips corresponding to each of the major "sided" tasks that
can help you turn this hard job to a "cushy" one but still be effective. 1. Ask your supervisor to let you shelve the books Whenever there are no
patrons at the reservation desk, ask your supervisor for books to be re–shelved. She will be happy to let you do it if there are books available on the
carts in the reservation area. Take a cart with full of books – around fifty books – on it, and do not forget to bring something that can entertain you
while shelving the books: an mp3 player to listen to music or a cell phone to text with friends. This is not a must, but this is a suggestion from
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Music History and Its Influence on America
Music History And Its Influence On America Rodriguez Pg. 1
Seven o' clock strikes on my alarm clock, causing it to ring its silver bells, rudely jolting
me back to reality from another wonderful dream. Groggily, I manage to carry my body to the
shower, still upset that i won't be able to find out if I had kissed that cute girl or not, and still
wondering who the man in the peacoat was that was following us around on our date. Thirty
minutes later, I've gathered my books, I've dressed myself, I've eaten, and I'm on my way out the
door to my car. I'm still tired and still upset about the deleted scene from my dream. I put the key
into the ignition, and i immediately feel better as My Love by Justin ... Show more content on Helpwriting.net ...
Emphasis on people's rights and the ability to shape the
environment was sought out. The American and the French Revolution were momentous
events during this period. People's view of the world and their relationship to it began to go
through major change. Music was viewed as an innocent luxury, and composers had to react
to an increased demand for songs. Many people started to express their emotions in their
songs. ( Essentials of Music.)
The Romantic Era (1825–1900) was formed by a clearer understanding of the world and
a human's place in it, which changed the way people thought of everything and everyone. Many
parts of Europe tried to free themselves from its foreign rulers. Music started to tell stories,
represent people, express ideas of philosophy, and to highlight national identities. Composers
began to incorporate ethnic influences in their music, and musicians looked at it as a calling rather
than an occupation. ( Essentials of Music.)
European music is where the search for American music's beginnings would be found.
Louis Charles Elson, author of The History of American Music states that when the Pilgrims and
English settlers found their destination ( New England), they had their religious songs that they
sang, but made no attempts to change them. They would not accept any alterations to establish
any new music to adapt to their new surroundings. All they did was mimic what they had learned
in
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An Emerging Class Of Non Relational Database Management...
NOSQL is an emerging class of non–relational database, used to handle Big Data, it stands for Not Only SQL which solve the problem of processing
unstructured data, considering that this non–relational database does not use a schema, and does not relay on the table/key model used in RDBMSs
(Relational DataBase Management System).
NOSQL have the following characteristic:
Scalability: the competence to store data across multiple data stores simultaneously, moreover enlarge and decrease the size of data stores in response
to the need. All these operations must be invisible to the end users.
Data and Query model: a specific framework are used in SQL to store data, in addition data are access intelligently with a requisite set of query APIs.
Interface diversity: a variant connection mechanism is offered for programmers and data base managers; it also supports RESTfull APIs.
Persistence design: a very fast memory system of the servers is used to keep the entire database.
Eventual consistency: Basically Available Soft state and Eventual Consistency known as BASE is the used mechanism to ensure the consistency of
data, rather than Atomicity, consistency of Isolation, Durability ACID used in RDBMS.
The main technology under NoSQL are: Key Value Pair Store, Document Oriented Databases, and Graph databases.
a)Key Value Pair Store:
KVP is the simplest od NoSQL databases, uses to store huge amount of data, it employs the Key Value Pair model.
KVP does not require a schema like
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Data Management And Information Systems
Introduction
With 3.2 billion internet users [1] and 6.4 billion internet connected devices by 2016 [2], unprecedented amount of data is being generated and
process daily and increasing every year. The advent of web 2.0 has fueled the growth and creation of new and more complex types of data which
creates a natural demand to analyze new data sources in order to gain knowledge. This new data volume and complexity of the data is being called
Big Data, famously characterised by Volume, Variety and Velocity; has created data management and processing challenges due to technological
limitations, efficiency or cost to store and process in a timely fashion. The large volume and complex data is unable to be handled and/or processed by
most current information systems in a timely manner and the traditional data mining and analytics methods developed for a centralized data systems
may not be practical for big data.
The paper provides background and related literature on the Big Data, studies the concept from Relational Database to current NoSQL database which
have been fueled by the growth Big Data and importance of managing it. And surveys the Big Data challenges from the perspective of its
characteristics Volume, Variety and Velocity and attempts to study how those challenges can be addressed.
This is where NoSQL systems have been created to solve the data management challenges posed by Big Data. NoSQL is not a single system that can
solve every single Big Data problem
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Time Proprity Analysis: Complexity Analysis Of An Algorithm
"TIME COMPLEXITY" Complexity Analysis In Algorithm:– What is an algorithm?? Algorithm:– An Algorithm is a major part of data structures
which includes linked list, array ,trees, graphs etc that all are implemented using algorithm. An Algorithm is a sequence of instructions in a finite
manner, written and executed in aspect to find the solution of a problem. For analyzing and defining an algorithm, we must consider its essential
conditions:– 1–The name of Algorithm must be defined. 2–Algorithm Execution process is defined that how the algorithm runs in terms of arguments,
parameters etc. 3–Algorithm pre–conditions or input(s) must be known from well defined instructions. 4–Algorithm must be of finite states.
5–Algorithm post condition or output must be known after execution process. 6–An algorithm must be efficient for counting certain and each step.
7–We must know the body of Algorithm (which includes general terms N). Algorithm Efficiency:
– To measure an algorithm performance ,we calculate
the 'complexity of an algorithm' which is a function in terms of data that an algorithm must solve and analyze, when input values are of definite size.
A technique for the improvement of memory and space of an algorithm is called 'time and space trade off.' Efficiency of algorithm is measured by its...
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Algorithm Complexity is basically a jagged calculation for the number of procedure steps analyzed by given problems on pre–conditions that is input
data must appropriate for the alternatives algorithms. The increment of functions generally used 'Big Oh Notation' (O) or 'Worst case complexity'.
Complexity is inversely proportional to efficiency. An algorithm complexity is measured by its 'time' that defines how much time it takes to perform
the work and 'space' which defines that how much memory it occupies to compute the specified
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The Software Aspect Of The Technology Industry
Seeing Entrepreneurially Industry Condition What knowledge do you possess that can contribute to serving a market need? The market that I am
interested in serving for is for the software aspect of the technology industry. Based on my experiences, the knowledge that I possess that I can use
to contribute to serving a market need I have to have knowledge of various programming languages and a lot of experience with programing
languages. So far I have knowledge and experience with a few programming languages; Java, C, Java Script CSS, and HTML. I also know how to
analyze, debug software and use my critical thinking skills to create an efficient algorithm for my software. Other skills required for this industry is a
fundamental understanding of emotional intelligence because it is important to be able to interact and cooperate with your team members. An
understanding of Algorithms and Big–O–Notation (Top 12 Things Every Software 1). Data structures and algorithms are a crucial skills to have in the
software industry because you need to keep track of the run–time of your software and the consumption of time or money depending from the number
of data. A basic understanding of project management is crucial to ensuring that your technical leads you to under your technical leads wording and the
way they think (Top 12 Things Every Software 1). Mainstream Development Paradigms is ensuring that you know at least one multi–paradigm
programming languages
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Multimedia Big Data Analysis Framework For Semantic...
%chapter{Conclusions and Future Work} chapter{CONCLUSIONS AND FUTURE WORK} label{chapter:Conclusions} section{Conclusions} In this
dissertation a multimedia big data analysis framework for semantic information management and retrieval is presented. It contains three coherent
components, namely multimedia semantic representation, multimedia concept classification and summarization, and multimedia temporal semantics
analysis and ensemble learning. These three components are seamlessly integrated and act as a coherent entity to provide essential functionalities in the
proposed information management and retrieval framework. More specifically: egin{itemize} item A novel correlation–based feature analysis method
is presented to derive HCFGs for multimedia semantic retrieval on mobile devices. The proposed framework explores the mutual information from
multiple modalities by performing correlation analysis for each feature pair and separating the original feature set into different HCFGs by using the
affinity propagation algorithm at the feature level. Then, a novel fusion scheme is proposed to fuse the testing scores from selected HCFGs to obtain
optimal performance. Finally, an iPad application is developed based on our proposed system with a user–feedback processing system to refine the
retrieval results. item A hierarchical disaster image classification scheme based on textual and visual information fusion is proposed for enhancing
disaster situation reports with
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Optimized Dynamic Latent Topic Model For Big Text Data...
JOMO KENYATTA UNIVERSITY
OF
AGRICULTURE AND TECHNOLOGY
SCHOOL OF COMPUTING AND INFORMATION TECHNOLOGY
Optimized Dynamic Latent Topic Model for Big Text Data Analytics
NAME: Geoffrey Mariga Wambugu
REGISTRATION NUMBER: CS481–4692/2014
LECTURER: Prof. Waweru Mwangi
A thesis proposal submitted in partial fulfilment of the requirement for the Unit SCI 4201 Advanced Research Methodology of the degree of Doctor of
Philosophy in Information Technology at the School of Computing and Information Technology,Jomo Kenyatta University of Agriculture and
Technology
June 2015
Abstract
Probabilistic topic modeling provides computational methods for large text data analysis. Today streaming text mining plays an important role within
real–time social media mining. Latent Dirichlet Allocation (LDA) model was developed a decade ago to aid discovery of the hidden thematic structure
in large archives of documents. It is acknowledged by many researchers as the most popular approach for building topic models. In this study, we
discuss topic modeling and more specifically LDA. We identify speed as one of the major limitations of LDA application in streaming big text data
analytics. The main aim of this study is to enhance inference speed of LDA thereby develop a new inference method and algorithm. Given the
characteristics of this specific research problem, the approach to the proposed research will follow the experimental model. We will investigate causal
relationships using a test
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All the Mathematics You Missed but Need to Know for...
All the Mathematics You Missed
Beginning graduate students in mathematics and other quantitative subjects are expected to have a daunting breadth of mathematical knowledge, but
few have such a background. This book will help students see the broad outline of mathematics and to fill in the gaps in their knowledge. The author
explains the basic points and a few key results of the most important undergraduate topics in mathematics, emphasizing the intuitions behind the subject.
The topics include linear algebra, vector calculus, differential geometry, real analysis, point–set topology, differential equations, probability theory,
complex analysis, abstract algebra, and more. An annotated bibliography offers a guide to further reading and... Show more content on Helpwriting.net
...
. . . .
2 and J Real Analysis 2.1 Limits . . . . . 2.2 Continuity... 2.3 Differentiation 2.4 Integration .. 2.5 The Fundamental Theorem of Calculus. 2.6 Pointwise
Convergence of Functions 2.7 Uniform Convergence . 2.8 The Weierstrass M–Test 2.9 Weierstrass ' Example. 2.10 Books .. 2.11 Exercises .
E
20 21 21
23 23 25 26 28 31 35 36 38
40
43
44 47
47
3
Calculus for Vector–Valued Functions 3.1 Vector
–Valued Functions . . . 3.2 Limits and Continuity . . . . . 3.3 Differentiation and Jacobians . 3.4 The
Inverse Function Theorem 3.5 Implicit Function Theorem 3.6 Books .. 3.7 Exercises . . . . Point Set Topology 4.1 Basic Definitions . 4.2 The
Standard Topology on R n 4.3 Metric Spaces . . . . . . . . . . 4.4 Bases for Topologies . . . . . . 4.5 Zariski Topology of Commutative Rings 4.6 Books ..
4.7 Exercises . Classical Stokes ' Theorems 5.1 Preliminaries about Vector Calculus 5.1.1 Vector Fields . 5.1.2 Manifolds and Boundaries. 5.1.3 Path
Integrals .. 5.1.4 Surface Integrals 5.1.5 The Gradient .. 5.1.6 The Divergence.
49
50 53 56
60 60
63 63 66 72 73
75 77 78 81 82 82
4
5
84
87
91 93 93
CONTENTS
5.1.7 The Curl . 5.1.8 Orientability . 5.2 The Divergence Theorem and Stokes ' Theorem 5.3 Physical Interpretation of Divergence Thm. . 5.4 A
Physical Interpretation of Stokes ' Theorem 5.5 Proof of the Divergence Theorem . . . 5.6 Sketch of a Proof for Stokes ' Theorem 5.7 Books .. 5.8
Exercises .
6 Differential Forms and Stokes '
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Software Engineering Notes
First Edition, 2009
ISBN 978 81 907188 8 2
© All rights reserved.
Published by: Global Media 1819, Bhagirath Palace, Chandni Chowk, Delhi–110 006 Email: globalmedia@dkpd.com
Table of Contents
1. Introduction 2. Chapter1 – History of software engineering & software Engineering as a Profession 3. Chapter2 – Software design & Modeling
languages for software design 4. Chapter3 – Software development & Software Testing 5. Chapter4 – Software development process, Computer–aided
Software engineering Software quality
Introduction Software engineering
The new Airbus A380 uses a substantial amount of software to create a "paperless" cockpit. Software engineering successfully maps and plans the
millions of lines of code ... Show more content on Helpwriting.net ...
п‚·
Cost of hardware: The relative cost of software versus hardware has changed substantially over the last 50 years. When mainframes were expensive
and required large support staffs, the few organizations buying them also had the resources to fund large, expensive custom software engineering
projects. Computers are now much more numerous and much more powerful, which has several effects on software. The larger market can support
large projects to create commercial off the shelf software, as done by companies such as Microsoft. The cheap machines allow each programmer to
have a terminal capable of fairly rapid compilation. The programs in question can use techniques such as garbage collection, which make them easier
and faster for the programmer to write. On the other hand, many fewer organizations are interested in employing programmers for large custom
software projects, instead using commercial off the shelf software as much as possible.
The Pioneering Era
The most important development was that new computers were coming out almost every year or two, rendering existing ones obsolete. Software
people had to rewrite all their programs to run on these new machines. Programmers did not have computers on their desks and had to go to the
"machine room". Jobs were run by signing up for machine time or by operational staff. Jobs were run by putting punched cards for input into the
machine 's card reader and waiting for results to come back on the
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Ooad Lab Manual
Ex.no: 1 STUDY OF UML DIAGRAMS
Date:
UML DIAGRAMS
There are three classifications of UML diagrams:
Behavior diagrams. A type of diagram that depicts behavioral features of a system or business process. This includes activity, state machine, and use
case diagrams as well as the four interaction diagrams. Interaction diagrams. A subset of behavior diagrams which emphasize object interactions. This
includes communication, interaction overview, sequence, and timing diagrams. Structure diagrams. A type of diagram that depicts the elements of a
specification that are irrespective of time. This includes class, composite structure, component, deployment, object, and package diagrams.
|Diagram ... Show more content on Helpwriting.net ...
| |
|State Machine Diagram |Describes the states an object or interaction may be in, as well as the |Medium |
| |transitions between states. Formerly referred to as a state diagram, state | |
| |chart diagram, or a state–transition diagram. | |
|Timing Diagram |Depicts the change in state or condition of a classifier instance or role |Low |
| |over time. Typically used to show the change in state of an object over time | |
| |in response to external events. | |
|Use Case Diagram |Shows use cases, actors, and their interrelationships. |Medium |
USE CASE DIAGRAM:
A use case diagram is a type of behavioral diagram defined by the Unified Modeling Language (UML). Its purpose is to present a graphical overview
of the functionality provided by a system in terms of actors, their goals– represented as use cases– and any dependencies between those
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Planned Change
mfl
CHANGE w 1 M mBRILLB AND BTBarnOIES
Session 4 Planning and implementing change
Contents
4.1 4.2 4.3 4.4 4.5 The need for strategy Alternative approaches Process and politics in implementing change Planning and scheduling Towards
successful implementation of change
ARer you have completed this session you should be able to: appreciate the importance of an implementation strategy in change management recognize
when SIS and OD may be inappropriate approaches to planning and managing change, and consider alternative approaches such as 'turnarounds' and
logical incrementalism' appreciate the risks inherent in the various approaches outlined be conversant with and able to deacribe a range of planning and
scheduling teehniquea to ... Show more content on Helpwriting.net ...
Does your ordering in terms of importance bear any relationship to the American research?If is likely that there is some general resemblance. Certainly
our own experience of change in UK organizations suggests that these lessons apply equally well to British companies. The 5ve key features of s u m
change identified by the American r88BBFeh are: 1 Communication. Clear wmmunication w t all employees c o n c m d g the ih new strategic
decision. Communicationis two way, permitting and soliciting queatio118 about the formdntad atrategg and ismm and potential problem which need to
be considered 2 Start with a good concept or idm. No mount of time and effort spent on implementing a poorly formulated atrategie decision will rescue
it. 3 Obtain employee commitment and involvement. This builds on the first two points above and auggeats that emplayeee and rnanagere should be
involved in the formulation of change a t r a w from the beginning. Involvement and commitment needs to be developed throughout the implemenkrtion
process. Involvanentin the detailed planning of imp1ementstion tgpically increases mmmitment. 4 Provide eumient resources. Four kinds of resonwe
are mentioned money,human resources, technical skills, t o m e r with time end attention Prom top management. Undeiveaourcingia likely t generate o
failure.
H
OPEN BUSINBS~ ~ O O –L PR&X%~ONAL
~IPtotd.4 INMWMEHENT
SESSION 4 PLANNING AND IMPLEMENTING CHANGE
6
An implementation plan or
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Scope And Implementation Of A Vm Program
Introduction [RELATIVE TO AUDIENCE] Scope and Implementation In order to implement a VM program an organization must assign
responsibilities to perform patching and vulnerability management. For the purposes of this document it shall be referred to as the patch and
vulnerability management group (PVG). This group may be a separate entity or the responsibilities may be a subset of an IT operations or services
team. There may be several PVG's within an organization, central coordination of these groups directly or indirectly must be implemented. Automate
Patching As much as possible, the burden of implementing and testing remediations should be shifted from local administrators to the PVG. This
should save money by eliminating duplication of effort (e.g., multiple system administrators testing the same patch on similar computers) and by
enabling automated solutions, thereby avoiding costly manual installations. The easiest way to accomplish this is by implementing enterprise patching
solutions that allow the PVG, or a group they work closely with, to automatically push patches out to many computers quickly. Harden Systems and
Standardize Configurations For the PVG to be able to adequately test automatically deployed patches, organizations should use standardized
configurations for IT devices (e.g., desktop computers, routers, firewalls, servers) as much as possible. Enterprise patch management tools will be
ineffective if deployed in an environment where every IT
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Ashford Mth 222 (Intermediate Algebra) Entire Class
ASHFORD MTH 222 (Intermediate Algebra) Entire Class IF You Want To Purchase A+ Work Then Click The Link Below , Instant Download http:/
/acehomework.com/ASHFORD–MAT–222–Intermediate–Algebra–Complete–Class–A–Work–65466.htm If You Face Any Problem E– Mail Us At
JohnMate1122@gmail.com Week 1 Assignment Solving Proportions Read the following instructions in order to complete this assignment: a. Solve
problem 56 on page 437 of Elementary and Intermediate Algebra. Set up the two ratios and write your equation choosing an appropriate variable for
the bear population. b. Complete problem 10 on page 444 of Elementary and Intermediate Algebra. Show all steps in solving the problem and explain
what you are doing as you go along. c.... Show more content on Helpwriting.net ...
Solve problem 68 on page 539 of Elementary and Intermediate Algebra, and make sure to study the given graph. For the purposes of the
assignment, it would be helpful to copy the graph onto your own scratch paper. b. Write a two to three page paper that is formatted in APA style and
according to the Math Writing Guide. Format your math work as shown in the example and be concise in your reasoning. In the body of your essay,
please make sure to include: В§ An answer to the three questions asked about given real–world situation. В§ An application of the given situation to the
following two scenarios: o The Burbank Buy More store is going to make an order which will include at most 60 refrigerators. What is the maximum
number of TVs which could also be delivered on the same 18–wheeler? Describe the restrictions this would add to the existing graph. o The next day,
the Burbank Buy More decides they will have a television sale so they change their order to include at least 200 TVs. What is the maximum
number of refrigerators which could also be delivered in the same truck? Describe the restrictions this would add to the original graph. c. An
incorporation of the following math vocabulary words into your discussion. Use bold font to emphasize the words in your writing (Do not write
definitions for the words; use them appropriately in sentences describing your math work.): В§ Solid line В§ Dashed line В§ Parallel В§ Linear
inequality В§ Test point Week 2 DQ One–Variable
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It 265 Data Structures Phase 5 Essay
IT 265 Data Structures for Problem Solving
Data Structures and Methods
9/20/2014
Phase 5
Contents Executive Summary4 Phase 14 Phase 24 Phase 34 Phase 44 Phase 55 Section 1: Lists, Stacks, and Queues6 Stacks6 Queues10 Section 2:
Hashing, Heaps and Trees14 Section 3: Sorting Algorithms20Insertion sort20 Bubble Sort20 Selection sort21 Section 4: Searching22 Array22 Linked
Lists23 Section 5: Recursion30 References33
Executive Summary
Phase 1 A list is a collection of items in which the items have a position (Weiss, 2010). Alinked list allows data to be input or removed easily because
each of the data items in the list is connected to its neighbor by a pointer ... Show more content on Helpwriting.net ...
The left sub–tree contains only nodes with keys less than the parent node; the right sub–tree contains only nodes with keys greater than the parent node.
BSTs are also dynamic data structures, and the size of a BST is only limited by the amount of free memory in the operating system. The main
advantage of binary search trees is that it remains ordered, which provides quicker search times than many other data structures.
Phase 5 Recursion is a function that calls itself. In the function definition there is a call to that very same function. This sections gives an explanation
with an example of recursion.
Section 1: Lists, Stacks, and Queues
A Linked List is a type of data structure that can be arranged in memory in a variety of ways. The list is a collection of nodes that contain data and a
next link to the next node. It is easy to add and remove data from a linked list because the pointer can be easily modified to accommodate any
changes. (CTU MUSE, 2010)
Data lnk
Data lnk
Data lnk
Data lnk
Data lnk
Data lnk
Data lnk
Data lnk
Node 1Node 2Node 3Node 4 null
In the case when the data files are large these lists aren't very efficient because the data must be searched sequentially.
Stacks
A Stack is an example of a Linked List. Data items are "pushed" on to the top of the stack and items removed, or " popped" off the list from the top in a
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Security Issues And Models For Privacy
Survey of various security issues and models for privacy in social networks, which addresses with the security of the user who are part of
information. Background and Motivation: To tackle most of the privacy network problems, almost all the social network sites have provided
various privacy and security options to the user, but these options do not deal the privacy and security of persons who are part of that information.
For example: A group pic being posted by Harry may contain pic of Ron, Hermione etc. While uploading, the Social Networking Sites only takes care
about the privacy options of Alice and not of others. So, by this survey, we are motivated to search and explore various security models in privacy
network that deals with this... Show more content on Helpwriting.net ...
Summarizing some good techniques, models and mechanisms with emphasizing on their strength and weakness along with their results. Results:
While doing the survey of the various security models, privacy mechanisms and other kind of security model which deals with the security and
privacy of users who are part of information being shared, we have came across few really nice and promising models. In this section, we are
summarizing these methods one by one: – Patronus: Augmented Privacy Protection for Resource Publication in Online Social Networks[SR1] With the
popularity of on–line social networks and the wide spread of smart phones, it is becoming more and more frequent and convenient for individuals to
share resources, such as status, texts, photos, videos, and so on, with their friends over online social networks. Since online resources might involve
several users at the same time, it is not enough to protect the privacy of users with the simple group–based access control model (GBAC), which only
regards privacy requirements of the resource owner. In order to provide augmented privacy protection for resource publication in on–line social
networks, this paper proposes the concept of resource involvers and a new access model named Patronus[SR1], in which, the privacy requirements of
the resource owner and its corresponding involvers are both taken into considerations. Patronus employs a
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Nosql Essay
Now days, open source technologies are becoming famous in the global market including corporate and government sector. A number of domains in
software industry are making use of open source products for multiple applications. NoSQL Databases, Big Data Analytics and web services are on the
top and used in diverse applications.
NoSQL Databases are being used in the social media applications and big data processing based portals in which huge, heterogeneous and
unstructured data formats are handled. NoSQL Databases are used for faster access of records from the big dataset at back–end. The AADHAAR Card
implementation in India was done using NoSQL Databases as huge amount of information is associated including Text Data, Images, Thumb
Impressions and Iris Detection. Any classical database system cannot handle the dataset of different types (Image, Text, Video, Audio, Video, Thumb
Impressions for Pattern Recognition, Iris Sample) simultaneously.
Currently, a number of NoSQL Databases are used for different type of portals and these are specialized in handling heterogeneous and unstructured
data.
OPEN SOURCE NOSQL DATABASES
In classical web based implementations, the RDBMS packages are deployed for the database applications including Apache Derby, MySQL, Oracle,
IBM DB2, Microsoft SQL Server, IBM Notes, PostgreSQL, SQLite, Sybase or any other. These are known as Traditional SQL Databases which are
ACID Properties Compliant. NewSQL is the new generation database engine that
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Discrete Mathematics
Phase 5 Individual Project
03/23/2014
Math 203
PPCC
Part I: Look up a roulette wheel diagram. The following sets are defined:
A = the set of red numbers
B = the set of black numbers
C = the set of green numbers
D = the set of even numbers
E = the set of odd numbers
F = {1,2,3,4,5,6,7,8,9,10,11,12}
Answers:
AUB– {All BLACK and RED numbers}
A∩D
– {All numbers that are both RED and EVEN}
B∩C
– {NO numbers intersect between these two sets}
CUE– {All ODD numbers and 00, 0}
B∩F
– {2,4,6,10,11}
E∩F
– {1,3,5,7,9,11}
Part II: The implementation of the program that runs the game involves testing. One of the necessary tests is to see if the simulated spins are random.
Create an n–ary relation, in ... Show more content on Helpwriting.net ...
Demonstrate how the search would go if you used:
A sequential search starts with the first number and goes in order to the last number. It will take until the element number 12 find match
A binary search is always used on the sorted array.
State the runtime for each of the searches, in this example, and for general data sets of size n. Address the issue of the order of the data in binary
searching.
* The runtime for the sequential search is N.
* The runtime for the binary search isn't found
Suppose an algorithm that processes a data set of size 8 has a runtime of 72. The same algorithm has a runtime of 110 when applied to a data set of
size 10; and when applied to a data set of size 20, it has a runtime of 420. Using big–O notation, state the runtime for this algorithm for the general case
of a data set of size n. – O(n2 + n)
Suppose you develop an algorithm that processes the first element of an array (length of n), then processes the first 2 elements, then the first 3
elements, and so on, until the last iteration of a loop, when it processes all elements. Thus, if n = 4, the runtime would be 1 + 2 + 3 + 4 = 10.
Create a table that depicts the runtime for arrays of length 1 to 10. Would you expect the general runtime to be O(n), O(n2), O(n3), or some other
function of n? Explain.
1= 1= 1
2 = 1 + 2= 3
3 = 1
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Examples Of Oral Presentation
Oral Presentation 03: reading a text and talking about a topic
The purpose of this paper is to give a summary of my last oral presentation which had two different parts: reading a short text and talking about a
topic. All of this had to be done for a minimum of three minutes to a maximum of five. Once this was done the rest of the students and the professor
were invited to ask questions or comment any possible thing that needed further explanation. Reading a short text and talking about a given topic, both
of them unknown until the moment in which the oral practice starts, allows the speaker to show its skills regarding pronunciation without prior
rehearsal and the way in which that person organizes ideas and improvises in order to construct a conversation under uncertain circumstances. This
report will go through the different parts which I talked about: choosing the text and the topic, the reading of the text, talking ... Show more content on
Helpwriting.net ...
Thus, the first thing that was done was to choose the text and the topic. We were three students sitting next to each other at a table in the professor's
office. He placed a lot of papers face–down and told us to pick one. Once the three of us had one, we were given three minutes to read the text that
was on the document and to choose one of the three topics that appeared so as to plot an outline of the things that we would be commenting afterwards.
After the time finished, we were informed that we would be speaking following the order in which we signed up to do the oral exercise. This meant that
I would be the last to talk.
The reading of the text
The text that I had to read dealt with Social Darwinism. The text did not feature any difficult or strange word. However, while I could do annotations, I
wrote some phonetic symbols on top of some words in order not to forget how to pronounce them correctly.
Talking about the
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Essay on The Art and Science of Java
Answers to Review Questions Chapter 1. Introduction 1. Babbage's Analytical Engine introduced the concept of programming to computing. 2.
Augusta Ada Byron is generally recognized as the first programmer. The U.S. Department of Defense named the Ada programming language in her
honor. 3. The heart of von Neumann architecture is the stored–programming concept, in which both data and programming instructions are stored in
the same memory system. 4. Hardware is tangible and comprises the physical parts of a computer; software is intangible and consists of the programs
the computer executes. 5. The abstract concept that forms the core of computer science is problem–solving. 6. For a solution technique to be an
algorithm, it must be Clearly... Show more content on Helpwriting.net ...
Chapter 2. Programming by Example 1. The purpose of the comment at the beginning of each program is to convey information to the human reader of
the program about what it does. 2. A library package is a collection of tools written by other programmers that perform useful operations, thereby saving
you the trouble of implementing those operations yourself. 3. When you execute a program developed using the acm.program package, Java invokes
the run method. 4. An argument is information that the caller of a particular method makes available to the method itself. By accepting arguments,
methods become much more general tools that provide considerable flexibility to their callers. 5. The println method is used in the context of a
ConsoleProgram to display information to the user. The suffix ln is a shorhand for the word line and indicates that the output displayed by the println
call should appear on the current line but that any subsequent output should begin on the following line. 6. The readInt method requests an integer
value from the user and then returns that value so that it can be used as input to the program. The standard pattern for using the readInt method looks
like this: int variable = readInt("prompt"); The Art and Science of Java Answers to review questions–3– 7. The + operator is used to signify addition
when it is applied to numeric arguments and
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Application Of Linux And Linux
Topic 1 questions: Summary for topic 1:
This topic gives the introduction to Windows and Linux. It explains about Virtualization. Linux is used on virtual machine which actually doesn't exist.
Virtualization is creation of virtual version rather than the actual one, such as storage system, network server or virtual operating system. It also
defines the host OS and Guest OS. On which the virtualization software runs is Host OS and the one we want to play with is the Guest OS. The host
operating system is the primary or actual operating installed on the computer 's hard drive. The guest OS is the secondary OS installed under the host
for the purpose of partitioning the disk. The guest operating system is either a part of partitioned ... Show more content on Helpwriting.net ...
for example 01. 02 . 03 . 04 The format of IPv6 is y : y : y : y : y : y : y : y : y : , where 'y ' is considered as segment seperated by colons ' : '. It must
contain eight segments. however a short form of IPv6 can be written using specific notations. for example 2014 : bd8 : 1232 : 0000 : 0000 : 0001 :
C0A8 : 1020 can be written as 2014 : bd8 : 1232 : : 1 : :C0A8 : 1232 ; where : : is considered as 0000. These IP address is nothing but he exact address
of the computer just like a phone number. Consider a phone number like +61 3 53 232323 this shows where this number belong to like +61 3 53
means /Australia/Victoria/Ballarat and 232323 says to which person exactly it belongs to. Similar is the IP address.
IPv4 address uses 4 bytes first shows the network shows where in whole world and the last two bytes shows where exactly. Similarly in IPv6 of 16
bytes firts 8 bytes are netwrok and last 8 are nodes.
IP IPv4 address have three classes in it Class A : few big networks
1 byte network and 3 byte node
Class B: Medium sized networks 2 bytes are network and 2 bytes are nodes
Class C: A lot of small networks
3 bytes networks and only 1 byte node.
Task 1.2
Using pen and paper complete the following table. Once completed you may use a calculator (Windows calc for instance) to check that your answers
are correct. Note – In the theory test and exam you will not be permitted to use a calculator.
DecimalBinaryOctal
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Binary Search Tree Essay
For the main portion of the project, or implementing and performing operations on both a binary search tree linked–list structure, and a max–heap
linked–list structure, the main function of the program contains several do–while loops, with calls to various other functions, in order to provide a
menu–based interface, for user functionality. Overall, the program implements numerous functions, including "createBST," "createHeap," "buildHeap,"
"disPreOrder," "disLevelOrder," "searchBST," "searchHeap," "insertBST," "insertHeap," "createHeapInsertionList," "addHeapInsertionList," "enQueue,"
"deQueue," and "isEmpty." Regarding time complexity, the "createBST" function contains a single for–loop, in order to insert a specified number of
nodes into... Show more content on Helpwriting.net ...
While the "dispPreOrder" function, only executes once per call, recursively, the "dispPreOrder" function is required to execute "N" times, where "N"
represents the number of nodes necessary for processing through the function. Therefore, the "dispPreOrder" function contains an order of "N," or
"O(N)" in Big O notation. Moreover, the "dispLevelOrder" function contains a single while–loop, in order to construct a queue of nodes, by level, in
order to develop a traversal by each level of the tree–like structure. With a single while–loop, and calls to the "enQueue," "deQueue," and "isEmpty"
functions, the "dispLevelOrder" function executes, or conducts iterations a total of "N" times, where "N" represents the number of iterations through
the while–loop. Therefore, the "dispLevelOrder" function contains an order of "N," or "O(N)" in Big O notation. The "searchBST" function is
implemented as a recursive function, searching through an already–constructed a binary tree. In relation to a binary search tree, the "searchBST"
function executes only once per call, but executes "log2N" times, as the searching work is partitioned. Therefore, the "searchBST" function contains an
order of "log2N," or "O(log2N)" in Big O notation. As designed for the cases presented within the program, the "searchHeap" function contains a single
while–loop, in order to iterate through a queue of nodes, by level, in order to match a given, user–entered key, within
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Data Mining, Partition Based Clustering
Abstract–Nowadays, Popularity of Internet and wide improvement in enterprise information is leading to vast research in text and data mining, and
information filtering. So, the cluster technology is becoming the core of text mining. Clustering is an important form of data mining. Clustering is a
process of grouping similar sets of data into a group, called clusters. This paper comprises of text clustering algorithms, also analysis and comparison of
the algorithms are done with respect to the applicable scope, the initial parameters , size of dataset, accuracy, dimensionality, cluster shape and noise
sensitivity. Algorithms are classified as partitioned based clustering, hierarchical clustering, density–based , self–organizing maps and fuzzy clustering
techniques. The brief idea of each clustering technique is mentioned in this paper.
Keywords–Clustering, Data mining, partition based clustering, hierarchical based clustering, density based clustering.
I. INTRODUCTION
Wide range of data is collected in different databases because of advanced techniques of data collection. The demand for grouping the valuable data and
extracting only the useful information from data is increased. Clustering is the distribution of data into groups of identical objects which has similarity
within the cluster and dissimilarity with the objects in the other groups [2]. Cluster analysis is the arrangement of a set of data into clusters of similar
patterns [5]. Data within the same cluster are
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Search Of The Second Language
As my search of the second language to write the analysis started, I wanted to find a language that I believe was more interesting that the ones I
already know. Dart is a multi–purpose, garbage–collected, class–based, programming language that borrows the same C–like syntax as many modern
programming languages out there. Dart was originally developed by Google and released on 2011. [1] The main usages of Dart are four; compiled as
JavaScript to run in the Chromium web browser, stand–alone by using the Dart Virtual Machine, and ahead–of–time compiled into machine code. In
other to run on the main–stream web browsers, Dart "relies on a source–to–source compiler to JavaSript", which is basically a type of compiler that
takes the source code in one language as input, and output a source code in another language. This is the opposite to tradicional compilers, which
translate between a high level language to a lower level, while source–to–source translate to a langauge within the same level of abstraction. In some
cases, code written in Dart can run faster than the same code written using JavaScript. [1] [2] The Dart SDK brings a modified version of Chromium
that includes a Dart VM which allows to run Dart on this browser. In my opinion, I believe that the target of Dart 's designers is to substitute
JavaScript in the future. By allowing source–to–source compilation and integrating a Dart VM to the Chromium browser, I beleive this is an attempt to
make people use Dart instead of
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Information Technology : A New Generation Of Sql
I.Introduction
Information technology continues to revolutionize the interactions of mankind in various ways, through social media, business, education and other
channels. The internet has made it possible to transmit large data across many networks. These networks have made it possible to store, access and
query billion of data from large databases. Innovation has given rise to special language used to manage and access all sorts of information within
various databases know as SQL. Recently a new generation of SQL known as NoSQL has been developed. NoSQL store related data in JSON–like,
name–value documents and can store data without specifying a schema. One such type of NoSQL database that has been developed is the IBM Informix
... Show more content on Helpwriting.net ...
Many organizations use the Informix database capability including DHL and CISCO.
III.NoSQL capability
IBM Informix provides the following NoSQL dimensions (IBM Informix Simply powerful):
Application development flexibility
JavaScript Object Notation (JSON) documents are a fully–supported data type. IBM Informix provides a rich set of APIs for storing, manipulating and
retrieving JSON documents, accessible from a wide range of programming environments.
All of the enterprise–level capabilities of IBM Informix can be applied to the JSON document stores, including compression, replication and high
availability, transactional consistency, multi–node scalability and more.
Web developers can now access data without having to write SQL. But that 's not all – the traditional SQL model can still be applied when needed,
such as mission–critical transactional workloads. The two methodologies
Hybrid automated decision making supports SQL and NoSQL
IBM Informix determines if you are dealing with a JSON Collection or a SQL tables and processes the operations appropriately. Thus IBM Informix's
ability to access JSON documents and/or SQL tables within the popular MongoDB APIs provides the foundation for a single hybrid application to span
all of the enterprise data.
Enterprise level performance The IBM Informix NoSQL solution gives you ACID principles when they are needed, along with
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What Is a Flow Chart?
By Nicholas Hebb Flow Chart Defined A flow chart is a graphical or symbolic representation of a process. Each step in the process is represented
by a different symbol and contains a short description of the process step. The flow chart symbols are linked together with arrows showing the
process flow direction. Common Flowchart Symbols Different flow chart symbols have different meanings. The most common flow chart symbols
are: * Terminator: An oval flow chart shape indicating the start or end of the process. * Process: A rectangular flow chart shape indicating a normal
process flow step. * Decision: A diamond flow chart shape indication a branch in the process flow. * Connector: A small, labeled, circular flow chart
shape used... Show more content on Helpwriting.net ...
Business Process Model Notation (BPMN) is a more technical type of diagram and should not be used synonymously with flow chart. Lastly, Activity
Diagrams, which are used in UML modeling, are basically just flow charts, but they are used in conjunction with other types of diagrams that depict
software design and usage. Pseudocode (pronounced SOO–doh–kohd) is a detailed yet readable description of what a computer program or algorithm
must do, expressed in a formally–styled natural language rather than in a programming language. Pseudocode is sometimes used as a detailed step in
the process of developing a program. It allows designers or lead programmers to express the design in great detail and provides programmers a
detailed template for the next step of writing code in a specific programming language. Because pseudocode is detailed yet readable, it can be
inspected by the team of designers and programmers as a way to ensure that actual programming is likely to match design specifications. Catching
errors at the pseudocode stage is less costly than catching them later in the development process. Once the pseudocode is accepted, it is rewritten using
the vocabulary and syntax of a programming language. Pseudocode is sometimes used in conjunction with computer–aided software engineering–based
methodologies. It is possible to write programs that will convert a given pseudocode language into a given programming language. RELATED
GLOSSARY
... Get more on HelpWriting.net ...
Application Of C5. 0 Algorithm To Flu Prediction Using...
Application of C5.0 Algorithm to Flu Prediction Using Twitter Data
LZ M. Albances, Beatrice Anne S. Bungar, Jannah Patrize O. Patio, Rio Jan Marty S. Sevilla, *Donata D. Acula
University of Santo Tomas, Philippines, {lz.albances.iics, beatriceanne.bungar.iics, jannahpatrize.patio.iics, riojanmarty.sevilla.iics,
ddacula}@ust.edu.ph
Abstract – Since one's health is a factor considered, data coming from Twitter, one of the most popular social media platforms often used by millions
of people, is beneficial for predictions of certain diseases. The researchers created a system that will improve the precision rate of the current system
conducted by Santos and Matos using C5.0 algorithm instead of Naive Bayes algorithm for classifying tweets ... Show more content on Helpwriting.net
...
Twitter provides free APIs from which a sampled view can be easily obtained. It helps build a map spread model. In line with this, the researchers
came up with an idea of working on a research using these Twitter data, focusing on the so–called "tweets" regarding diseases and health, specifically,
the flu or influenza.
Furthermore, previous studies were made regarding this topic. In 2008, there was a website called "Google Flu Trends" that took data from Google,
Facebook, and Twitter itself [2]. It was widely used in its release, but it was proven to have inconsistencies with regards to its data [2].
Back in 2011–2013, Google Flu Trends overestimated the number of people who had flu by 50% [3]. One possible cause was its inclusion of data
which contained the word "flu" or "influenza", wherein the person who "tweeted" or posted about it did not have the flu at all [3].
There was also a study that made a precision of 0.78 or 78% using the NaГЇve Bayes Classification algorithm to identify tweets that mention flu or
flu–like symptoms [4]. As mentioned earlier, previous researchers had difficulty classifying these tweets as some data gathered got accepted even
though the person did not have it.
According to the Department of Health of the Philippines [5], getting flu is possible by contacting items that are contaminated through the discharges
of an infected
... Get more on HelpWriting.net ...
Big Data Management From Relational Database Management
With 3.2 billion internet users [1] and 6.4 billion internet–connected devices in 2016 alone [2], unprecedented amount of data is being generated and
processed daily and increasingly every year. With the advent of web 2.0, the growth and creation of new and more complex types of data has
created a natural demand for analysis of new data sources in order to gain knowledge. This new data volume and complexity is being called Big Data,
famously characterised by Volume, Variety and Velocity and has created data management and processing challenges due to technological limitations,
efficiency or cost to store and process in a timely fashion. The large volume and complexity of data cannot be handled and/or processed by most
current information systems in a timely manner, while traditional data mining and analytics methods developed for a centralized data system may not
be practical for Big Data.
Tracking the concept of Big Data management from Relational Databases Management Systems to the current NoSQLdatabase, this paper surveys the
Big Data challenges from the perspective of its characteristics Volume, Variety and Velocity, and attempts to study how each of these challenges are
addressed by various NoSQL systems. NoSQL is not a single system that can solve every single Big Data problem; it is an eco–system of technologies
where different type of NoSQL databases are optimized to address various types of big data challenges by providing schema–less modeling and
automatic
... Get more on HelpWriting.net ...

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Cp Lab Report

  • 1. Cp Lab Report INTERNSHIP AND CURRICULAR PRACTICAL TRAINING (CPT) Company information I am working as a Linux/infrastructure engineer at Informatics Prism/Cirrus labs. It provides solutions and services to it's client. The core concept of this is Agile software delivery, Automation, Cloud services and IoT. It helps client's businesses transformation by taking the road to agile methodology by fulfilling gaps between business requirement and traditional methodology. As a Linux/Infrastructure Engineer my first project was to Jenkins installation on AWS. Jenkins is an open source automation DevOps tool written in java. Jenkins helps to automate the non–human part of software development process, with continuous integration and facilitating technical ... Show more content on Helpwriting.net ... For this project I made one LDAP server using open DAP on Linux machine and integrate LDAP server with bitbucket, Jira and confluence together. Before start real time project I tried 3 times to manage centralized system on local machine. After successful implementation of LDAP on Local server it was implementing on AWS. My 4th project was java web application hosting on Azure cloud. I install maven and tomcat server on Linux Virtual instance and I have to create database and I have to manage security for that application. My fifth Project to protect company resources from DDOs Attach. I used Cache Domain Name Service DNS for protection of internal resource some level of DDOS attack. For this I create one Linux server and with unbound package. The main purpose this caching server is to improve DNS efficiency and performance. My sixth project is still going on which is very different from college course. It is totally new technology for me to automate different Linux server places on different cloud using DevOps tools called Ansible. My seventh project is still going on which is design for application virtualization. In this project I have to use Kubernetes and docker. It is specially design for high availability and auto scaling. Here are the courses I learned in Maharishi University of Management (MUM) that helped me during my work: 1.Modern Programming Practices: Modern Programming Practices (MPP) is the most critical course that I had studied in Maharishi ... Get more on HelpWriting.net ...
  • 2. The Life Of Dorothy Wordsworth And John Keats During the eighteenth century, a style of writing called romanticism that challenged societal norms began to emerge. It worked against the Age of Enlightenment and encouraged emotional, visual, and knowledge as the reservoir for influence. From this time six important authors surfaced: William Blake, William Wordsworth, Percy Shelley, Samuel Taylor Coleridge, Byron, and John Keats. Included in this list should be Dorothy Wordsworth and Mary Wollstonecraft. The eighteenth century produce material that shattered the fundamental's of society. On Christmas day in 1771, Dorothy Wordsworth was born. When her mother passed away seven years later, young Dorothy was shuffled from one relative to another. Even though her brothers received an education and she didn't, William willingly taught her to read and write. While Dorothy Wordsworth's journals weren't meant to see the eyes of the public, scholars published her writings. The passages are woven together with picturesque details and observations of nature with the love of her brother, William. The text challenges the notation that simplistic and common things are boring and not extraordinary. On January 31, 1798, Dorothy wrote, "When we left home the moon immensely large, the sky scattered over with clouds. These soon closed in, contracting the dimensions of the moon without concealing her. The sound of the pattering shower, and the gusts of wind, very grand. Left the wood when nothing remained of the storm but the driving wind, ... Get more on HelpWriting.net ...
  • 3. Complexity And Algorithms That Can Take An Impossible... Complexity and Tractability The area of tractability explores problems and algorithms that can take an impossible amount of computation to solve. Tractable problems can be roughly defined as problems that can be solved in a reasonable amount of time, while intractable problems are those which take too long to solve to be useful. Finding solutions to these problems is a key problem in computer science today and has been for many years. It is also important for a computer scientist to recognise intractable problems as it would be a huge waste of time trying to write a program to an intractable problem. It would be better to recognise this and take a different more suitable approach that would save time and effort but also would come up with a valid solution. However there are advantages to making a problem intractable though as when securing things using intractable codes which cannot be hacked into easily. Complexity can be simply defined as a rough estimation of amount of time it takes a particular algorithm to solve a problem. This is not only measured in time but can be expressed as the number of steps taken in order to solve a problem. It is important to be able to measure the complexity of a problem as this can help to indicate how good/effective an algorithm will be and whether it is tractable or not.One of the most popular intractable problems that has been found is the Traveling Salesman problem. This problem represents a salesman who wants to find the shortest ... Get more on HelpWriting.net ...
  • 4. Designing Pairwise Testing Tool, Constraints, Result And... In the earlier chapter, a detail explanation of CBPTT development was discussed including the flow, implementation, result and discussion of experiments conducted. This chapter concluded the research work on CBPTT with additional features that can be applied to CBPTT in the future. 5.2Conclusion Since reliability issues have become one of the most concern issues in software development. However by conducting software testing, it does not ensure free defect failure software but it can increase the reliability of a software product. Although it is necessary to test the software thoroughly, it is impossible to have exhaustive testing. This is the reason interaction testing have been the most used testing. Especially pairwise testing which use two way interactions to find software defect. This had become the driven force for this research. The aim of this research was to develop pairwise testing tool, Constraints Based Pairwise Testing Tool (CBPTT), that can conduct pairwise testing with constraints supports. Constraints are list of limitations and impossible combinations that can present in a software system. CBPTT was developed to eliminate these constraints and further reduced the resulted test cases. Survey on existing tool was conducted to help CBPTT implementation. The result of the survey was discussed in literature review chapter. The result from the survey included the available features of existing system that also support pairwise testing and constraints ... Get more on HelpWriting.net ...
  • 5. The Classical Music And Jazz Yusuke Sato Professor Dana ILAC Pathway 3 25 September 2015Classical music and Jazz What people come up with when they hear the words "classical music" is a big concert hall, while what people come up with is a small bar or something when they hear "jazz". It seems they are different as they are named differently, but are they really different? Also, given that the mainstream in the music industry is popular music, both classical music and jazz are not appreciated by many people, but how have these two music survived up until today? Firstly, it is necessary to look back into their histories in order to understand how they have developed. Classical music dates back more than one thousand years ago, which is called Medieval era and was succeeded by Renaissance era. And then when it entered Baroque era, where the father of music Johann Sebastian Bach thrived, there were the forms of classical music that are similar to something which is often heard today. However, in these old eras, classical music was a liturgical music. It was played mostly in a church. Also, it was favored by royals or aristocrats. Even Bach was hired by some aristocrats and composed great works for them. When it reached the eighteenth century, although classical music was still ecclesiastical music, classical music became popularized due to concerts and recitals. And then it entered Impressionist era, suggestion and atmosphere came to the foreground as important factors. The word ... Get more on HelpWriting.net ...
  • 6. Classical American Music Research Paper Running head: CLASSICAL AMERICAN MUSIC 1 CLASSICAL AMERICAN MUSIC2 Classical American music Course/Number Date Instructor Name Classical American music Early music from America Music with influence from Europe always uses a number of instruments, together with vocalists and choirs. In some instances, the most current instruments like electric guitars are used together with the traditional instruments of an orchestra. One prominent artist within this field was Hildegard of Bingen. Hildegard was always known as a very influential nun during the time of middle ages and developed a number of compositions that had unearthly beaury. One of such great composition is O pastor animarum. Thismusic is highly held up in the west to illustrate ... Show more content on Helpwriting.net ... Composers like Amy Beach did counter this by generating very nice and serious music (Burkholder & Grout, 2014). Amy Beach usually composes Romantic classical music, which majority is yet to compare with that of composers such as Brahmns. This music worked both unintentionally and intentionally to assist the new America nation to seal its cultural identity separately from the European countries. One great example of this kind of compositions is Beach's Gaelic Symphony, the kind of musical elements which pay honor to the Scottish and Irish settlers who played great role in the history of America (Monson & Marvin, 2013). Tin Pan Alley music Tin Pan Alley music rose to the fame at the start of the 20th century, the same time the United States was starting its meteoric rise to cultural greatness that is enjoying currently. This music always appear very bright and happy. Composers like Gershwin were well known for developing pieces that were brooding and dark. That is to say, they were music that had exuded optimism. Rhapsody in Blue, by Gershwin is one of the prominent and most innovative piece that arose from this genre. Within this music, Gershwin blended jazz and classical music to come up with a very unique style of music (Monson &
  • 7. ... Get more on HelpWriting.net ...
  • 8. Chemical Formula Review Chemical Formulas Review: Nomenclature and Formula Writing Naming Simple Compounds There are four naming systems you should familiarize yourself with to succeed on the SAT II Chemistry exam. The trick is recognizing which naming system to use. Here are the guidelines: * If the compound starts with H, it is an acid. Use the naming acids rules. * If the compound starts with C and contains quite a few H's and perhaps some O's, it is organic. Use the naming organic compounds rules. * If the compound starts with a metal, it is most likely ionic. Use the naming binary ionic compounds rules. * If the compound starts with a nonmetal other than H or C, use the naming binary molecular compounds rules. It is also essential that ... Show more content on Helpwriting.net ... H2SO3 is sulfurous acid. Acids have enough H+ added to the anion to make the compound neutral. Supply either the acid's name or its formula to complete the table below: Acid formula| Acid name| HCl| | | Hypochlorous acid| | Chlorous acid| | Chloric acid| | Hyperchloric acid (or perchloric acid)| HNO3| | | Hydrobromic acid| H3PO4| | H3PO3| | | Hydrocyanic acid| HC2H3O2| | | Carbonic acid| | Hydroiodic acid| HF| | Naming Organic Compounds How do you know it's organic? The formula will start with a C followed by H's. Most of the organic carbons you will encounter will be either hydrocarbons or alcohols, and luckily for you, these are the simplest of all to name. Learn the list of prefixes in the table following this section: they correspond to the number of carbons present in the compound. The following silly statement will help you remember the order of the first four prefixes since they are not ones you are familiar with: "Me eat peanut butter." This corresponds to meth–, eth–, prop–, and but–, which correspond to one, two, three, and four carbons, respectively. Now that we have a stem, we need an ending. There are three common hydrocarbon endings; the ending changes depending on the structure of the molecule: * –ane = alkane (all single bonds and saturated); CnH2n+2; saturated: it contains the maximum number of H's * –ene = alkene (contains double bond, unsaturated); CnH2n * ... Get more on HelpWriting.net ...
  • 9. Data Management And Information Systems Introduction With 3.2 billion internet users [1] and 6.4 billion internet connected devices by 2016 [2], unprecedented amount of data is being generated and process daily and increasing every year. The advent of web 2.0 has fueled the growth and creation of new and more complex types of data which creates a natural demand to analyze new data sources in order to gain knowledge. This new data volume and complexity of the data is being called Big Data, famously characterised by Volume, Variety and Velocity; has created data management and processing challenges due to technological limitations, efficiency or cost to store and process in a timely fashion. The large volume and complex data is unable to be handled and/or processed by most current information systems in a timely manner and the traditional data mining and analytics methods developed for a centralized data systems may not be practical for big data. The paper provides background and related literature on the Big Data, studies the concept from Relational Database to current NoSQL database which have been fueled by the growth Big Data and importance of managing it. And surveys the Big Data challenges from the perspective of its characteristics Volume, Variety and Velocity and attempts to study how those challenges can be addressed. This is where NoSQL systems have been created to solve the data management challenges posed by Big Data. NoSQL is not a single system that can solve every single Big Data problem ... Get more on HelpWriting.net ...
  • 10. The Essentials of Project Management Nature release THE ESSENTIALS OF PROJECT MANAGEMENT SECOND EDITION The Essentials of Project Management Second Edition Dennis Lock Gower O Dennis Lock 2001 A l rights reserved. No part of this publication may be reproduced, l stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording or otherwise without the permission of the publisher. First published 1996 This edition published by Gower Publishing Limited Gower House Croft Road Aldershot Hampshire G u l l 3HR England Gower Publishing Company 131 Main Street Burlington VT 05401–5600 USA Dennis Lock has asserted his right under the Copyright, Designs and Patents Act 1988 to be identified as the author ... Show more content on Helpwriting.net ... ing quality and progress –Vendors ' documents Shipping, port and customs formalities 10 Cost management 183 A checklist of cost management factors– Cost budgets Purchased materials, equipment and servicesMilestone analysis– A simple performance analysis method for design engineering – An outline of earned value analysis– Effect of modifications on earned value analysis– The project ledger concept – Predicting profitability for a project – Post–mortem 11 Changes 209 Classification of changes – Authorizationarrangements –Registrationand progressing –Formal procedures for external change requests– Formal procedure for internal change requests– Design freeze– The interchangeability rule – Emergency modifications
  • 11. 12 Managing progress Project progressingas a closed loop control system Progress monitoring and schedule updating – When the news is bad – Corrective measures – Progress meetings – Project progress reports – Project closure 225 Select bibliography Index List of figures The essential processesof project management The process of project definition Part of a project definition checklist A functional matrix for a single project i a n manufacturingcompany Matrix organization for several simultaneous projects in a manufacturingcompany Matrix organization for a company engineering petrochemical, mining or large construction projects Project team organization Project team versus balanced matrix A hybrid organization A project with more than one project manager ... Get more on HelpWriting.net ...
  • 12. The Effects Of Music On Children 's Music ESSAY SUPER FINAL: Music is important to children. Some of them want to listen to it alone trough headphones, others are wishing to sing, hum, whistle, or chant it. Some want to play musical instruments – solo or with friends. Others enjoy dancing to it. Some wish to create "new music". Whether listening, singing, playing, moving, or creating music, musical experiences are prominent in the lives of children. All children are musical. In different forms and degrees, children possess the capacity to become musical than may currently demonstrate. They listen, sing, dance, play and express themselves musically with little or no previous training. Children are capable of careful and attentive listening, so they are able to perceive and understand the musical language, they can create and recreate. Because most children most children possess the physical capability to hear sounds, they can be led to listening intelligently to the manner in which these sounds are organized as a music. Children can response to music through movement in controlled and expressive way. To follow of the musical pulse is one of the initial milestones in movement development. This skill is directly related to attentive listening. Musical performance on an instrument is more sophisticated musical activity. All children who are good listeners, and who have the interest and discipline to take daily time to build both physical and musical skills, will make good players. Children may begin with musical ... Get more on HelpWriting.net ...
  • 13. Financial Planning FINANCIAL PLANNING AND CONTROL Part One I. Overview of the Planning Process A long–term financial plan begins with strategy. Typically, the senior management team conducts an analysis of the markets in which the firm competes. Managers try to identify ways to protect and increase the firm's competitive advantage in those markets. For example, the first priority of a firm that competes by achieving the lowest production cost in an industry might be to determine whether it should make additional investments in manufacturing facilities to achieve even greater production efficiencies. Of course, being the low–cost producer is difficult if the firm's fixed assets are chronically underutilized. This type of firm therefore will spend a ... Show more content on Helpwriting.net ... Figure 1.0– Sustainable Growth Equality As a firm grows, it must invest in new assets to support increased sales volume. The investments in new assets must be financed with some combination of increased liabilities and increasesd equity. Interpreting the Sustainable Growth Model The model does not say anything about how fast the firm should grow but it gives ideas on how a firm can benefit using this concept: The primary advantage of the sustainable growth is its simplicity. The sustainable growth model gives managers a kind of shorthand projection that ties together growth objectives and financing needs. It provides hints about the levers that managers must pull to achieve growth above the sustainable rate. It also identifies some of the financial benefits of growing more slowly than the sustainable rate. The concept also highlights tensions that can develop as firms pursue multiple objectives simultaneously. Pro Forma Financial Statements These are forecasts of what a firm expects its income statement and balance sheet to look like a year or two ahead. Occassionally, firms use this statements for several reasons: Internal planning and control purposes. Communicate plans to outside investors. Establish goals to which compensation may be tied. Predict any liquidity problem with enough lead time to have ... Get more on HelpWriting.net ...
  • 14. Working At The Reservation Desk You walk in your school library and see the student workers working at the reservation desk. You see them picking up a book from the shelves, scanning it, and giving it to their patron. You think working at the reservation desk is way easier than any other jobs at school such as tutoring or child caring and hope to get this position. Well, it is good if you get it, but you mightwant to know that this job is much heavier than what you expect. The job itself does not include only picking books and giving them to the patrons but also every other tasks in the library that can come up in the supervisor 's head: shelving books, counting people, getting books and newspapers from the book drops, cutting draft paper, and dusting the shelves. She does not want you to have spare time during your shift. Nevertheless, there are several tips corresponding to each of the major "sided" tasks that can help you turn this hard job to a "cushy" one but still be effective. 1. Ask your supervisor to let you shelve the books Whenever there are no patrons at the reservation desk, ask your supervisor for books to be re–shelved. She will be happy to let you do it if there are books available on the carts in the reservation area. Take a cart with full of books – around fifty books – on it, and do not forget to bring something that can entertain you while shelving the books: an mp3 player to listen to music or a cell phone to text with friends. This is not a must, but this is a suggestion from ... Get more on HelpWriting.net ...
  • 15. Music History and Its Influence on America Music History And Its Influence On America Rodriguez Pg. 1 Seven o' clock strikes on my alarm clock, causing it to ring its silver bells, rudely jolting me back to reality from another wonderful dream. Groggily, I manage to carry my body to the shower, still upset that i won't be able to find out if I had kissed that cute girl or not, and still wondering who the man in the peacoat was that was following us around on our date. Thirty minutes later, I've gathered my books, I've dressed myself, I've eaten, and I'm on my way out the door to my car. I'm still tired and still upset about the deleted scene from my dream. I put the key into the ignition, and i immediately feel better as My Love by Justin ... Show more content on Helpwriting.net ... Emphasis on people's rights and the ability to shape the environment was sought out. The American and the French Revolution were momentous events during this period. People's view of the world and their relationship to it began to go through major change. Music was viewed as an innocent luxury, and composers had to react to an increased demand for songs. Many people started to express their emotions in their songs. ( Essentials of Music.)
  • 16. The Romantic Era (1825–1900) was formed by a clearer understanding of the world and a human's place in it, which changed the way people thought of everything and everyone. Many parts of Europe tried to free themselves from its foreign rulers. Music started to tell stories, represent people, express ideas of philosophy, and to highlight national identities. Composers began to incorporate ethnic influences in their music, and musicians looked at it as a calling rather than an occupation. ( Essentials of Music.) European music is where the search for American music's beginnings would be found. Louis Charles Elson, author of The History of American Music states that when the Pilgrims and English settlers found their destination ( New England), they had their religious songs that they sang, but made no attempts to change them. They would not accept any alterations to establish any new music to adapt to their new surroundings. All they did was mimic what they had learned in ... Get more on HelpWriting.net ...
  • 17. An Emerging Class Of Non Relational Database Management... NOSQL is an emerging class of non–relational database, used to handle Big Data, it stands for Not Only SQL which solve the problem of processing unstructured data, considering that this non–relational database does not use a schema, and does not relay on the table/key model used in RDBMSs (Relational DataBase Management System). NOSQL have the following characteristic: Scalability: the competence to store data across multiple data stores simultaneously, moreover enlarge and decrease the size of data stores in response to the need. All these operations must be invisible to the end users. Data and Query model: a specific framework are used in SQL to store data, in addition data are access intelligently with a requisite set of query APIs. Interface diversity: a variant connection mechanism is offered for programmers and data base managers; it also supports RESTfull APIs. Persistence design: a very fast memory system of the servers is used to keep the entire database. Eventual consistency: Basically Available Soft state and Eventual Consistency known as BASE is the used mechanism to ensure the consistency of data, rather than Atomicity, consistency of Isolation, Durability ACID used in RDBMS. The main technology under NoSQL are: Key Value Pair Store, Document Oriented Databases, and Graph databases. a)Key Value Pair Store: KVP is the simplest od NoSQL databases, uses to store huge amount of data, it employs the Key Value Pair model. KVP does not require a schema like ... Get more on HelpWriting.net ...
  • 18. Data Management And Information Systems Introduction With 3.2 billion internet users [1] and 6.4 billion internet connected devices by 2016 [2], unprecedented amount of data is being generated and process daily and increasing every year. The advent of web 2.0 has fueled the growth and creation of new and more complex types of data which creates a natural demand to analyze new data sources in order to gain knowledge. This new data volume and complexity of the data is being called Big Data, famously characterised by Volume, Variety and Velocity; has created data management and processing challenges due to technological limitations, efficiency or cost to store and process in a timely fashion. The large volume and complex data is unable to be handled and/or processed by most current information systems in a timely manner and the traditional data mining and analytics methods developed for a centralized data systems may not be practical for big data. The paper provides background and related literature on the Big Data, studies the concept from Relational Database to current NoSQL database which have been fueled by the growth Big Data and importance of managing it. And surveys the Big Data challenges from the perspective of its characteristics Volume, Variety and Velocity and attempts to study how those challenges can be addressed. This is where NoSQL systems have been created to solve the data management challenges posed by Big Data. NoSQL is not a single system that can solve every single Big Data problem ... Get more on HelpWriting.net ...
  • 19. Time Proprity Analysis: Complexity Analysis Of An Algorithm "TIME COMPLEXITY" Complexity Analysis In Algorithm:– What is an algorithm?? Algorithm:– An Algorithm is a major part of data structures which includes linked list, array ,trees, graphs etc that all are implemented using algorithm. An Algorithm is a sequence of instructions in a finite manner, written and executed in aspect to find the solution of a problem. For analyzing and defining an algorithm, we must consider its essential conditions:– 1–The name of Algorithm must be defined. 2–Algorithm Execution process is defined that how the algorithm runs in terms of arguments, parameters etc. 3–Algorithm pre–conditions or input(s) must be known from well defined instructions. 4–Algorithm must be of finite states. 5–Algorithm post condition or output must be known after execution process. 6–An algorithm must be efficient for counting certain and each step. 7–We must know the body of Algorithm (which includes general terms N). Algorithm Efficiency: – To measure an algorithm performance ,we calculate the 'complexity of an algorithm' which is a function in terms of data that an algorithm must solve and analyze, when input values are of definite size. A technique for the improvement of memory and space of an algorithm is called 'time and space trade off.' Efficiency of algorithm is measured by its... Show more content on Helpwriting.net ... Algorithm Complexity is basically a jagged calculation for the number of procedure steps analyzed by given problems on pre–conditions that is input data must appropriate for the alternatives algorithms. The increment of functions generally used 'Big Oh Notation' (O) or 'Worst case complexity'. Complexity is inversely proportional to efficiency. An algorithm complexity is measured by its 'time' that defines how much time it takes to perform the work and 'space' which defines that how much memory it occupies to compute the specified ... Get more on HelpWriting.net ...
  • 20. The Software Aspect Of The Technology Industry Seeing Entrepreneurially Industry Condition What knowledge do you possess that can contribute to serving a market need? The market that I am interested in serving for is for the software aspect of the technology industry. Based on my experiences, the knowledge that I possess that I can use to contribute to serving a market need I have to have knowledge of various programming languages and a lot of experience with programing languages. So far I have knowledge and experience with a few programming languages; Java, C, Java Script CSS, and HTML. I also know how to analyze, debug software and use my critical thinking skills to create an efficient algorithm for my software. Other skills required for this industry is a fundamental understanding of emotional intelligence because it is important to be able to interact and cooperate with your team members. An understanding of Algorithms and Big–O–Notation (Top 12 Things Every Software 1). Data structures and algorithms are a crucial skills to have in the software industry because you need to keep track of the run–time of your software and the consumption of time or money depending from the number of data. A basic understanding of project management is crucial to ensuring that your technical leads you to under your technical leads wording and the way they think (Top 12 Things Every Software 1). Mainstream Development Paradigms is ensuring that you know at least one multi–paradigm programming languages ... Get more on HelpWriting.net ...
  • 21. Multimedia Big Data Analysis Framework For Semantic... %chapter{Conclusions and Future Work} chapter{CONCLUSIONS AND FUTURE WORK} label{chapter:Conclusions} section{Conclusions} In this dissertation a multimedia big data analysis framework for semantic information management and retrieval is presented. It contains three coherent components, namely multimedia semantic representation, multimedia concept classification and summarization, and multimedia temporal semantics analysis and ensemble learning. These three components are seamlessly integrated and act as a coherent entity to provide essential functionalities in the proposed information management and retrieval framework. More specifically: egin{itemize} item A novel correlation–based feature analysis method is presented to derive HCFGs for multimedia semantic retrieval on mobile devices. The proposed framework explores the mutual information from multiple modalities by performing correlation analysis for each feature pair and separating the original feature set into different HCFGs by using the affinity propagation algorithm at the feature level. Then, a novel fusion scheme is proposed to fuse the testing scores from selected HCFGs to obtain optimal performance. Finally, an iPad application is developed based on our proposed system with a user–feedback processing system to refine the retrieval results. item A hierarchical disaster image classification scheme based on textual and visual information fusion is proposed for enhancing disaster situation reports with ... Get more on HelpWriting.net ...
  • 22. Optimized Dynamic Latent Topic Model For Big Text Data... JOMO KENYATTA UNIVERSITY OF AGRICULTURE AND TECHNOLOGY SCHOOL OF COMPUTING AND INFORMATION TECHNOLOGY Optimized Dynamic Latent Topic Model for Big Text Data Analytics NAME: Geoffrey Mariga Wambugu REGISTRATION NUMBER: CS481–4692/2014 LECTURER: Prof. Waweru Mwangi A thesis proposal submitted in partial fulfilment of the requirement for the Unit SCI 4201 Advanced Research Methodology of the degree of Doctor of Philosophy in Information Technology at the School of Computing and Information Technology,Jomo Kenyatta University of Agriculture and Technology June 2015 Abstract Probabilistic topic modeling provides computational methods for large text data analysis. Today streaming text mining plays an important role within real–time social media mining. Latent Dirichlet Allocation (LDA) model was developed a decade ago to aid discovery of the hidden thematic structure in large archives of documents. It is acknowledged by many researchers as the most popular approach for building topic models. In this study, we discuss topic modeling and more specifically LDA. We identify speed as one of the major limitations of LDA application in streaming big text data analytics. The main aim of this study is to enhance inference speed of LDA thereby develop a new inference method and algorithm. Given the characteristics of this specific research problem, the approach to the proposed research will follow the experimental model. We will investigate causal relationships using a test
  • 23. ... Get more on HelpWriting.net ...
  • 24. All the Mathematics You Missed but Need to Know for... All the Mathematics You Missed Beginning graduate students in mathematics and other quantitative subjects are expected to have a daunting breadth of mathematical knowledge, but few have such a background. This book will help students see the broad outline of mathematics and to fill in the gaps in their knowledge. The author explains the basic points and a few key results of the most important undergraduate topics in mathematics, emphasizing the intuitions behind the subject. The topics include linear algebra, vector calculus, differential geometry, real analysis, point–set topology, differential equations, probability theory, complex analysis, abstract algebra, and more. An annotated bibliography offers a guide to further reading and... Show more content on Helpwriting.net ... . . . . 2 and J Real Analysis 2.1 Limits . . . . . 2.2 Continuity... 2.3 Differentiation 2.4 Integration .. 2.5 The Fundamental Theorem of Calculus. 2.6 Pointwise Convergence of Functions 2.7 Uniform Convergence . 2.8 The Weierstrass M–Test 2.9 Weierstrass ' Example. 2.10 Books .. 2.11 Exercises . E 20 21 21 23 23 25 26 28 31 35 36 38 40 43 44 47 47 3 Calculus for Vector–Valued Functions 3.1 Vector –Valued Functions . . . 3.2 Limits and Continuity . . . . . 3.3 Differentiation and Jacobians . 3.4 The Inverse Function Theorem 3.5 Implicit Function Theorem 3.6 Books .. 3.7 Exercises . . . . Point Set Topology 4.1 Basic Definitions . 4.2 The Standard Topology on R n 4.3 Metric Spaces . . . . . . . . . . 4.4 Bases for Topologies . . . . . . 4.5 Zariski Topology of Commutative Rings 4.6 Books .. 4.7 Exercises . Classical Stokes ' Theorems 5.1 Preliminaries about Vector Calculus 5.1.1 Vector Fields . 5.1.2 Manifolds and Boundaries. 5.1.3 Path
  • 25. Integrals .. 5.1.4 Surface Integrals 5.1.5 The Gradient .. 5.1.6 The Divergence. 49 50 53 56 60 60 63 63 66 72 73 75 77 78 81 82 82 4 5 84 87 91 93 93 CONTENTS 5.1.7 The Curl . 5.1.8 Orientability . 5.2 The Divergence Theorem and Stokes ' Theorem 5.3 Physical Interpretation of Divergence Thm. . 5.4 A Physical Interpretation of Stokes ' Theorem 5.5 Proof of the Divergence Theorem . . . 5.6 Sketch of a Proof for Stokes ' Theorem 5.7 Books .. 5.8 Exercises . 6 Differential Forms and Stokes ' ... Get more on HelpWriting.net ...
  • 26. Software Engineering Notes First Edition, 2009 ISBN 978 81 907188 8 2 © All rights reserved. Published by: Global Media 1819, Bhagirath Palace, Chandni Chowk, Delhi–110 006 Email: globalmedia@dkpd.com Table of Contents 1. Introduction 2. Chapter1 – History of software engineering & software Engineering as a Profession 3. Chapter2 – Software design & Modeling languages for software design 4. Chapter3 – Software development & Software Testing 5. Chapter4 – Software development process, Computer–aided Software engineering Software quality Introduction Software engineering The new Airbus A380 uses a substantial amount of software to create a "paperless" cockpit. Software engineering successfully maps and plans the millions of lines of code ... Show more content on Helpwriting.net ... п‚· Cost of hardware: The relative cost of software versus hardware has changed substantially over the last 50 years. When mainframes were expensive and required large support staffs, the few organizations buying them also had the resources to fund large, expensive custom software engineering projects. Computers are now much more numerous and much more powerful, which has several effects on software. The larger market can support large projects to create commercial off the shelf software, as done by companies such as Microsoft. The cheap machines allow each programmer to have a terminal capable of fairly rapid compilation. The programs in question can use techniques such as garbage collection, which make them easier and faster for the programmer to write. On the other hand, many fewer organizations are interested in employing programmers for large custom software projects, instead using commercial off the shelf software as much as possible.
  • 27. The Pioneering Era The most important development was that new computers were coming out almost every year or two, rendering existing ones obsolete. Software people had to rewrite all their programs to run on these new machines. Programmers did not have computers on their desks and had to go to the "machine room". Jobs were run by signing up for machine time or by operational staff. Jobs were run by putting punched cards for input into the machine 's card reader and waiting for results to come back on the ... Get more on HelpWriting.net ...
  • 28. Ooad Lab Manual Ex.no: 1 STUDY OF UML DIAGRAMS Date: UML DIAGRAMS There are three classifications of UML diagrams: Behavior diagrams. A type of diagram that depicts behavioral features of a system or business process. This includes activity, state machine, and use case diagrams as well as the four interaction diagrams. Interaction diagrams. A subset of behavior diagrams which emphasize object interactions. This includes communication, interaction overview, sequence, and timing diagrams. Structure diagrams. A type of diagram that depicts the elements of a specification that are irrespective of time. This includes class, composite structure, component, deployment, object, and package diagrams. |Diagram ... Show more content on Helpwriting.net ... | | |State Machine Diagram |Describes the states an object or interaction may be in, as well as the |Medium | | |transitions between states. Formerly referred to as a state diagram, state | | | |chart diagram, or a state–transition diagram. | | |Timing Diagram |Depicts the change in state or condition of a classifier instance or role |Low | | |over time. Typically used to show the change in state of an object over time | | | |in response to external events. | | |Use Case Diagram |Shows use cases, actors, and their interrelationships. |Medium | USE CASE DIAGRAM: A use case diagram is a type of behavioral diagram defined by the Unified Modeling Language (UML). Its purpose is to present a graphical overview of the functionality provided by a system in terms of actors, their goals– represented as use cases– and any dependencies between those
  • 29. ... Get more on HelpWriting.net ...
  • 30. Planned Change mfl CHANGE w 1 M mBRILLB AND BTBarnOIES Session 4 Planning and implementing change Contents 4.1 4.2 4.3 4.4 4.5 The need for strategy Alternative approaches Process and politics in implementing change Planning and scheduling Towards successful implementation of change ARer you have completed this session you should be able to: appreciate the importance of an implementation strategy in change management recognize when SIS and OD may be inappropriate approaches to planning and managing change, and consider alternative approaches such as 'turnarounds' and logical incrementalism' appreciate the risks inherent in the various approaches outlined be conversant with and able to deacribe a range of planning and scheduling teehniquea to ... Show more content on Helpwriting.net ... Does your ordering in terms of importance bear any relationship to the American research?If is likely that there is some general resemblance. Certainly our own experience of change in UK organizations suggests that these lessons apply equally well to British companies. The 5ve key features of s u m change identified by the American r88BBFeh are: 1 Communication. Clear wmmunication w t all employees c o n c m d g the ih new strategic decision. Communicationis two way, permitting and soliciting queatio118 about the formdntad atrategg and ismm and potential problem which need to be considered 2 Start with a good concept or idm. No mount of time and effort spent on implementing a poorly formulated atrategie decision will rescue it. 3 Obtain employee commitment and involvement. This builds on the first two points above and auggeats that emplayeee and rnanagere should be involved in the formulation of change a t r a w from the beginning. Involvement and commitment needs to be developed throughout the implemenkrtion process. Involvanentin the detailed planning of imp1ementstion tgpically increases mmmitment. 4 Provide eumient resources. Four kinds of resonwe are mentioned money,human resources, technical skills, t o m e r with time end attention Prom top management. Undeiveaourcingia likely t generate o failure. H OPEN BUSINBS~ ~ O O –L PR&X%~ONAL ~IPtotd.4 INMWMEHENT
  • 31. SESSION 4 PLANNING AND IMPLEMENTING CHANGE 6 An implementation plan or ... Get more on HelpWriting.net ...
  • 32. Scope And Implementation Of A Vm Program Introduction [RELATIVE TO AUDIENCE] Scope and Implementation In order to implement a VM program an organization must assign responsibilities to perform patching and vulnerability management. For the purposes of this document it shall be referred to as the patch and vulnerability management group (PVG). This group may be a separate entity or the responsibilities may be a subset of an IT operations or services team. There may be several PVG's within an organization, central coordination of these groups directly or indirectly must be implemented. Automate Patching As much as possible, the burden of implementing and testing remediations should be shifted from local administrators to the PVG. This should save money by eliminating duplication of effort (e.g., multiple system administrators testing the same patch on similar computers) and by enabling automated solutions, thereby avoiding costly manual installations. The easiest way to accomplish this is by implementing enterprise patching solutions that allow the PVG, or a group they work closely with, to automatically push patches out to many computers quickly. Harden Systems and Standardize Configurations For the PVG to be able to adequately test automatically deployed patches, organizations should use standardized configurations for IT devices (e.g., desktop computers, routers, firewalls, servers) as much as possible. Enterprise patch management tools will be ineffective if deployed in an environment where every IT ... Get more on HelpWriting.net ...
  • 33. Ashford Mth 222 (Intermediate Algebra) Entire Class ASHFORD MTH 222 (Intermediate Algebra) Entire Class IF You Want To Purchase A+ Work Then Click The Link Below , Instant Download http:/ /acehomework.com/ASHFORD–MAT–222–Intermediate–Algebra–Complete–Class–A–Work–65466.htm If You Face Any Problem E– Mail Us At JohnMate1122@gmail.com Week 1 Assignment Solving Proportions Read the following instructions in order to complete this assignment: a. Solve problem 56 on page 437 of Elementary and Intermediate Algebra. Set up the two ratios and write your equation choosing an appropriate variable for the bear population. b. Complete problem 10 on page 444 of Elementary and Intermediate Algebra. Show all steps in solving the problem and explain what you are doing as you go along. c.... Show more content on Helpwriting.net ... Solve problem 68 on page 539 of Elementary and Intermediate Algebra, and make sure to study the given graph. For the purposes of the assignment, it would be helpful to copy the graph onto your own scratch paper. b. Write a two to three page paper that is formatted in APA style and according to the Math Writing Guide. Format your math work as shown in the example and be concise in your reasoning. In the body of your essay, please make sure to include: В§ An answer to the three questions asked about given real–world situation. В§ An application of the given situation to the following two scenarios: o The Burbank Buy More store is going to make an order which will include at most 60 refrigerators. What is the maximum number of TVs which could also be delivered on the same 18–wheeler? Describe the restrictions this would add to the existing graph. o The next day, the Burbank Buy More decides they will have a television sale so they change their order to include at least 200 TVs. What is the maximum number of refrigerators which could also be delivered in the same truck? Describe the restrictions this would add to the original graph. c. An incorporation of the following math vocabulary words into your discussion. Use bold font to emphasize the words in your writing (Do not write definitions for the words; use them appropriately in sentences describing your math work.): В§ Solid line В§ Dashed line В§ Parallel В§ Linear inequality В§ Test point Week 2 DQ One–Variable ... Get more on HelpWriting.net ...
  • 34. It 265 Data Structures Phase 5 Essay IT 265 Data Structures for Problem Solving Data Structures and Methods 9/20/2014 Phase 5 Contents Executive Summary4 Phase 14 Phase 24 Phase 34 Phase 44 Phase 55 Section 1: Lists, Stacks, and Queues6 Stacks6 Queues10 Section 2: Hashing, Heaps and Trees14 Section 3: Sorting Algorithms20Insertion sort20 Bubble Sort20 Selection sort21 Section 4: Searching22 Array22 Linked Lists23 Section 5: Recursion30 References33 Executive Summary Phase 1 A list is a collection of items in which the items have a position (Weiss, 2010). Alinked list allows data to be input or removed easily because each of the data items in the list is connected to its neighbor by a pointer ... Show more content on Helpwriting.net ... The left sub–tree contains only nodes with keys less than the parent node; the right sub–tree contains only nodes with keys greater than the parent node. BSTs are also dynamic data structures, and the size of a BST is only limited by the amount of free memory in the operating system. The main advantage of binary search trees is that it remains ordered, which provides quicker search times than many other data structures. Phase 5 Recursion is a function that calls itself. In the function definition there is a call to that very same function. This sections gives an explanation with an example of recursion. Section 1: Lists, Stacks, and Queues A Linked List is a type of data structure that can be arranged in memory in a variety of ways. The list is a collection of nodes that contain data and a next link to the next node. It is easy to add and remove data from a linked list because the pointer can be easily modified to accommodate any changes. (CTU MUSE, 2010) Data lnk Data lnk Data lnk
  • 35. Data lnk Data lnk Data lnk Data lnk Data lnk Node 1Node 2Node 3Node 4 null In the case when the data files are large these lists aren't very efficient because the data must be searched sequentially. Stacks A Stack is an example of a Linked List. Data items are "pushed" on to the top of the stack and items removed, or " popped" off the list from the top in a ... Get more on HelpWriting.net ...
  • 36. Security Issues And Models For Privacy Survey of various security issues and models for privacy in social networks, which addresses with the security of the user who are part of information. Background and Motivation: To tackle most of the privacy network problems, almost all the social network sites have provided various privacy and security options to the user, but these options do not deal the privacy and security of persons who are part of that information. For example: A group pic being posted by Harry may contain pic of Ron, Hermione etc. While uploading, the Social Networking Sites only takes care about the privacy options of Alice and not of others. So, by this survey, we are motivated to search and explore various security models in privacy network that deals with this... Show more content on Helpwriting.net ... Summarizing some good techniques, models and mechanisms with emphasizing on their strength and weakness along with their results. Results: While doing the survey of the various security models, privacy mechanisms and other kind of security model which deals with the security and privacy of users who are part of information being shared, we have came across few really nice and promising models. In this section, we are summarizing these methods one by one: – Patronus: Augmented Privacy Protection for Resource Publication in Online Social Networks[SR1] With the popularity of on–line social networks and the wide spread of smart phones, it is becoming more and more frequent and convenient for individuals to share resources, such as status, texts, photos, videos, and so on, with their friends over online social networks. Since online resources might involve several users at the same time, it is not enough to protect the privacy of users with the simple group–based access control model (GBAC), which only regards privacy requirements of the resource owner. In order to provide augmented privacy protection for resource publication in on–line social networks, this paper proposes the concept of resource involvers and a new access model named Patronus[SR1], in which, the privacy requirements of the resource owner and its corresponding involvers are both taken into considerations. Patronus employs a ... Get more on HelpWriting.net ...
  • 37. Nosql Essay Now days, open source technologies are becoming famous in the global market including corporate and government sector. A number of domains in software industry are making use of open source products for multiple applications. NoSQL Databases, Big Data Analytics and web services are on the top and used in diverse applications. NoSQL Databases are being used in the social media applications and big data processing based portals in which huge, heterogeneous and unstructured data formats are handled. NoSQL Databases are used for faster access of records from the big dataset at back–end. The AADHAAR Card implementation in India was done using NoSQL Databases as huge amount of information is associated including Text Data, Images, Thumb Impressions and Iris Detection. Any classical database system cannot handle the dataset of different types (Image, Text, Video, Audio, Video, Thumb Impressions for Pattern Recognition, Iris Sample) simultaneously. Currently, a number of NoSQL Databases are used for different type of portals and these are specialized in handling heterogeneous and unstructured data. OPEN SOURCE NOSQL DATABASES In classical web based implementations, the RDBMS packages are deployed for the database applications including Apache Derby, MySQL, Oracle, IBM DB2, Microsoft SQL Server, IBM Notes, PostgreSQL, SQLite, Sybase or any other. These are known as Traditional SQL Databases which are ACID Properties Compliant. NewSQL is the new generation database engine that ... Get more on HelpWriting.net ...
  • 38. Discrete Mathematics Phase 5 Individual Project 03/23/2014 Math 203 PPCC Part I: Look up a roulette wheel diagram. The following sets are defined: A = the set of red numbers B = the set of black numbers C = the set of green numbers D = the set of even numbers E = the set of odd numbers F = {1,2,3,4,5,6,7,8,9,10,11,12} Answers: AUB– {All BLACK and RED numbers} A∩D – {All numbers that are both RED and EVEN} B∩C – {NO numbers intersect between these two sets} CUE– {All ODD numbers and 00, 0} B∩F – {2,4,6,10,11} E∩F – {1,3,5,7,9,11} Part II: The implementation of the program that runs the game involves testing. One of the necessary tests is to see if the simulated spins are random. Create an n–ary relation, in ... Show more content on Helpwriting.net ... Demonstrate how the search would go if you used: A sequential search starts with the first number and goes in order to the last number. It will take until the element number 12 find match A binary search is always used on the sorted array. State the runtime for each of the searches, in this example, and for general data sets of size n. Address the issue of the order of the data in binary searching. * The runtime for the sequential search is N.
  • 39. * The runtime for the binary search isn't found Suppose an algorithm that processes a data set of size 8 has a runtime of 72. The same algorithm has a runtime of 110 when applied to a data set of size 10; and when applied to a data set of size 20, it has a runtime of 420. Using big–O notation, state the runtime for this algorithm for the general case of a data set of size n. – O(n2 + n) Suppose you develop an algorithm that processes the first element of an array (length of n), then processes the first 2 elements, then the first 3 elements, and so on, until the last iteration of a loop, when it processes all elements. Thus, if n = 4, the runtime would be 1 + 2 + 3 + 4 = 10. Create a table that depicts the runtime for arrays of length 1 to 10. Would you expect the general runtime to be O(n), O(n2), O(n3), or some other function of n? Explain. 1= 1= 1 2 = 1 + 2= 3 3 = 1 ... Get more on HelpWriting.net ...
  • 40. Examples Of Oral Presentation Oral Presentation 03: reading a text and talking about a topic The purpose of this paper is to give a summary of my last oral presentation which had two different parts: reading a short text and talking about a topic. All of this had to be done for a minimum of three minutes to a maximum of five. Once this was done the rest of the students and the professor were invited to ask questions or comment any possible thing that needed further explanation. Reading a short text and talking about a given topic, both of them unknown until the moment in which the oral practice starts, allows the speaker to show its skills regarding pronunciation without prior rehearsal and the way in which that person organizes ideas and improvises in order to construct a conversation under uncertain circumstances. This report will go through the different parts which I talked about: choosing the text and the topic, the reading of the text, talking ... Show more content on Helpwriting.net ... Thus, the first thing that was done was to choose the text and the topic. We were three students sitting next to each other at a table in the professor's office. He placed a lot of papers face–down and told us to pick one. Once the three of us had one, we were given three minutes to read the text that was on the document and to choose one of the three topics that appeared so as to plot an outline of the things that we would be commenting afterwards. After the time finished, we were informed that we would be speaking following the order in which we signed up to do the oral exercise. This meant that I would be the last to talk. The reading of the text The text that I had to read dealt with Social Darwinism. The text did not feature any difficult or strange word. However, while I could do annotations, I wrote some phonetic symbols on top of some words in order not to forget how to pronounce them correctly. Talking about the ... Get more on HelpWriting.net ...
  • 41. Essay on The Art and Science of Java Answers to Review Questions Chapter 1. Introduction 1. Babbage's Analytical Engine introduced the concept of programming to computing. 2. Augusta Ada Byron is generally recognized as the first programmer. The U.S. Department of Defense named the Ada programming language in her honor. 3. The heart of von Neumann architecture is the stored–programming concept, in which both data and programming instructions are stored in the same memory system. 4. Hardware is tangible and comprises the physical parts of a computer; software is intangible and consists of the programs the computer executes. 5. The abstract concept that forms the core of computer science is problem–solving. 6. For a solution technique to be an algorithm, it must be Clearly... Show more content on Helpwriting.net ... Chapter 2. Programming by Example 1. The purpose of the comment at the beginning of each program is to convey information to the human reader of the program about what it does. 2. A library package is a collection of tools written by other programmers that perform useful operations, thereby saving you the trouble of implementing those operations yourself. 3. When you execute a program developed using the acm.program package, Java invokes the run method. 4. An argument is information that the caller of a particular method makes available to the method itself. By accepting arguments, methods become much more general tools that provide considerable flexibility to their callers. 5. The println method is used in the context of a ConsoleProgram to display information to the user. The suffix ln is a shorhand for the word line and indicates that the output displayed by the println call should appear on the current line but that any subsequent output should begin on the following line. 6. The readInt method requests an integer value from the user and then returns that value so that it can be used as input to the program. The standard pattern for using the readInt method looks like this: int variable = readInt("prompt"); The Art and Science of Java Answers to review questions–3– 7. The + operator is used to signify addition when it is applied to numeric arguments and ... Get more on HelpWriting.net ...
  • 42. Application Of Linux And Linux Topic 1 questions: Summary for topic 1: This topic gives the introduction to Windows and Linux. It explains about Virtualization. Linux is used on virtual machine which actually doesn't exist. Virtualization is creation of virtual version rather than the actual one, such as storage system, network server or virtual operating system. It also defines the host OS and Guest OS. On which the virtualization software runs is Host OS and the one we want to play with is the Guest OS. The host operating system is the primary or actual operating installed on the computer 's hard drive. The guest OS is the secondary OS installed under the host for the purpose of partitioning the disk. The guest operating system is either a part of partitioned ... Show more content on Helpwriting.net ... for example 01. 02 . 03 . 04 The format of IPv6 is y : y : y : y : y : y : y : y : y : , where 'y ' is considered as segment seperated by colons ' : '. It must contain eight segments. however a short form of IPv6 can be written using specific notations. for example 2014 : bd8 : 1232 : 0000 : 0000 : 0001 : C0A8 : 1020 can be written as 2014 : bd8 : 1232 : : 1 : :C0A8 : 1232 ; where : : is considered as 0000. These IP address is nothing but he exact address of the computer just like a phone number. Consider a phone number like +61 3 53 232323 this shows where this number belong to like +61 3 53 means /Australia/Victoria/Ballarat and 232323 says to which person exactly it belongs to. Similar is the IP address. IPv4 address uses 4 bytes first shows the network shows where in whole world and the last two bytes shows where exactly. Similarly in IPv6 of 16 bytes firts 8 bytes are netwrok and last 8 are nodes. IP IPv4 address have three classes in it Class A : few big networks 1 byte network and 3 byte node Class B: Medium sized networks 2 bytes are network and 2 bytes are nodes Class C: A lot of small networks 3 bytes networks and only 1 byte node. Task 1.2 Using pen and paper complete the following table. Once completed you may use a calculator (Windows calc for instance) to check that your answers are correct. Note – In the theory test and exam you will not be permitted to use a calculator. DecimalBinaryOctal
  • 43. ... Get more on HelpWriting.net ...
  • 44. Binary Search Tree Essay For the main portion of the project, or implementing and performing operations on both a binary search tree linked–list structure, and a max–heap linked–list structure, the main function of the program contains several do–while loops, with calls to various other functions, in order to provide a menu–based interface, for user functionality. Overall, the program implements numerous functions, including "createBST," "createHeap," "buildHeap," "disPreOrder," "disLevelOrder," "searchBST," "searchHeap," "insertBST," "insertHeap," "createHeapInsertionList," "addHeapInsertionList," "enQueue," "deQueue," and "isEmpty." Regarding time complexity, the "createBST" function contains a single for–loop, in order to insert a specified number of nodes into... Show more content on Helpwriting.net ... While the "dispPreOrder" function, only executes once per call, recursively, the "dispPreOrder" function is required to execute "N" times, where "N" represents the number of nodes necessary for processing through the function. Therefore, the "dispPreOrder" function contains an order of "N," or "O(N)" in Big O notation. Moreover, the "dispLevelOrder" function contains a single while–loop, in order to construct a queue of nodes, by level, in order to develop a traversal by each level of the tree–like structure. With a single while–loop, and calls to the "enQueue," "deQueue," and "isEmpty" functions, the "dispLevelOrder" function executes, or conducts iterations a total of "N" times, where "N" represents the number of iterations through the while–loop. Therefore, the "dispLevelOrder" function contains an order of "N," or "O(N)" in Big O notation. The "searchBST" function is implemented as a recursive function, searching through an already–constructed a binary tree. In relation to a binary search tree, the "searchBST" function executes only once per call, but executes "log2N" times, as the searching work is partitioned. Therefore, the "searchBST" function contains an order of "log2N," or "O(log2N)" in Big O notation. As designed for the cases presented within the program, the "searchHeap" function contains a single while–loop, in order to iterate through a queue of nodes, by level, in order to match a given, user–entered key, within ... Get more on HelpWriting.net ...
  • 45. Data Mining, Partition Based Clustering Abstract–Nowadays, Popularity of Internet and wide improvement in enterprise information is leading to vast research in text and data mining, and information filtering. So, the cluster technology is becoming the core of text mining. Clustering is an important form of data mining. Clustering is a process of grouping similar sets of data into a group, called clusters. This paper comprises of text clustering algorithms, also analysis and comparison of the algorithms are done with respect to the applicable scope, the initial parameters , size of dataset, accuracy, dimensionality, cluster shape and noise sensitivity. Algorithms are classified as partitioned based clustering, hierarchical clustering, density–based , self–organizing maps and fuzzy clustering techniques. The brief idea of each clustering technique is mentioned in this paper. Keywords–Clustering, Data mining, partition based clustering, hierarchical based clustering, density based clustering. I. INTRODUCTION Wide range of data is collected in different databases because of advanced techniques of data collection. The demand for grouping the valuable data and extracting only the useful information from data is increased. Clustering is the distribution of data into groups of identical objects which has similarity within the cluster and dissimilarity with the objects in the other groups [2]. Cluster analysis is the arrangement of a set of data into clusters of similar patterns [5]. Data within the same cluster are ... Get more on HelpWriting.net ...
  • 46. Search Of The Second Language As my search of the second language to write the analysis started, I wanted to find a language that I believe was more interesting that the ones I already know. Dart is a multi–purpose, garbage–collected, class–based, programming language that borrows the same C–like syntax as many modern programming languages out there. Dart was originally developed by Google and released on 2011. [1] The main usages of Dart are four; compiled as JavaScript to run in the Chromium web browser, stand–alone by using the Dart Virtual Machine, and ahead–of–time compiled into machine code. In other to run on the main–stream web browsers, Dart "relies on a source–to–source compiler to JavaSript", which is basically a type of compiler that takes the source code in one language as input, and output a source code in another language. This is the opposite to tradicional compilers, which translate between a high level language to a lower level, while source–to–source translate to a langauge within the same level of abstraction. In some cases, code written in Dart can run faster than the same code written using JavaScript. [1] [2] The Dart SDK brings a modified version of Chromium that includes a Dart VM which allows to run Dart on this browser. In my opinion, I believe that the target of Dart 's designers is to substitute JavaScript in the future. By allowing source–to–source compilation and integrating a Dart VM to the Chromium browser, I beleive this is an attempt to make people use Dart instead of ... Get more on HelpWriting.net ...
  • 47. Information Technology : A New Generation Of Sql I.Introduction Information technology continues to revolutionize the interactions of mankind in various ways, through social media, business, education and other channels. The internet has made it possible to transmit large data across many networks. These networks have made it possible to store, access and query billion of data from large databases. Innovation has given rise to special language used to manage and access all sorts of information within various databases know as SQL. Recently a new generation of SQL known as NoSQL has been developed. NoSQL store related data in JSON–like, name–value documents and can store data without specifying a schema. One such type of NoSQL database that has been developed is the IBM Informix ... Show more content on Helpwriting.net ... Many organizations use the Informix database capability including DHL and CISCO. III.NoSQL capability IBM Informix provides the following NoSQL dimensions (IBM Informix Simply powerful): Application development flexibility JavaScript Object Notation (JSON) documents are a fully–supported data type. IBM Informix provides a rich set of APIs for storing, manipulating and retrieving JSON documents, accessible from a wide range of programming environments. All of the enterprise–level capabilities of IBM Informix can be applied to the JSON document stores, including compression, replication and high availability, transactional consistency, multi–node scalability and more. Web developers can now access data without having to write SQL. But that 's not all – the traditional SQL model can still be applied when needed, such as mission–critical transactional workloads. The two methodologies Hybrid automated decision making supports SQL and NoSQL IBM Informix determines if you are dealing with a JSON Collection or a SQL tables and processes the operations appropriately. Thus IBM Informix's ability to access JSON documents and/or SQL tables within the popular MongoDB APIs provides the foundation for a single hybrid application to span all of the enterprise data. Enterprise level performance The IBM Informix NoSQL solution gives you ACID principles when they are needed, along with
  • 48. ... Get more on HelpWriting.net ...
  • 49. What Is a Flow Chart? By Nicholas Hebb Flow Chart Defined A flow chart is a graphical or symbolic representation of a process. Each step in the process is represented by a different symbol and contains a short description of the process step. The flow chart symbols are linked together with arrows showing the process flow direction. Common Flowchart Symbols Different flow chart symbols have different meanings. The most common flow chart symbols are: * Terminator: An oval flow chart shape indicating the start or end of the process. * Process: A rectangular flow chart shape indicating a normal process flow step. * Decision: A diamond flow chart shape indication a branch in the process flow. * Connector: A small, labeled, circular flow chart shape used... Show more content on Helpwriting.net ... Business Process Model Notation (BPMN) is a more technical type of diagram and should not be used synonymously with flow chart. Lastly, Activity Diagrams, which are used in UML modeling, are basically just flow charts, but they are used in conjunction with other types of diagrams that depict software design and usage. Pseudocode (pronounced SOO–doh–kohd) is a detailed yet readable description of what a computer program or algorithm must do, expressed in a formally–styled natural language rather than in a programming language. Pseudocode is sometimes used as a detailed step in the process of developing a program. It allows designers or lead programmers to express the design in great detail and provides programmers a detailed template for the next step of writing code in a specific programming language. Because pseudocode is detailed yet readable, it can be inspected by the team of designers and programmers as a way to ensure that actual programming is likely to match design specifications. Catching errors at the pseudocode stage is less costly than catching them later in the development process. Once the pseudocode is accepted, it is rewritten using the vocabulary and syntax of a programming language. Pseudocode is sometimes used in conjunction with computer–aided software engineering–based methodologies. It is possible to write programs that will convert a given pseudocode language into a given programming language. RELATED GLOSSARY ... Get more on HelpWriting.net ...
  • 50. Application Of C5. 0 Algorithm To Flu Prediction Using... Application of C5.0 Algorithm to Flu Prediction Using Twitter Data LZ M. Albances, Beatrice Anne S. Bungar, Jannah Patrize O. Patio, Rio Jan Marty S. Sevilla, *Donata D. Acula University of Santo Tomas, Philippines, {lz.albances.iics, beatriceanne.bungar.iics, jannahpatrize.patio.iics, riojanmarty.sevilla.iics, ddacula}@ust.edu.ph Abstract – Since one's health is a factor considered, data coming from Twitter, one of the most popular social media platforms often used by millions of people, is beneficial for predictions of certain diseases. The researchers created a system that will improve the precision rate of the current system conducted by Santos and Matos using C5.0 algorithm instead of Naive Bayes algorithm for classifying tweets ... Show more content on Helpwriting.net ... Twitter provides free APIs from which a sampled view can be easily obtained. It helps build a map spread model. In line with this, the researchers came up with an idea of working on a research using these Twitter data, focusing on the so–called "tweets" regarding diseases and health, specifically, the flu or influenza. Furthermore, previous studies were made regarding this topic. In 2008, there was a website called "Google Flu Trends" that took data from Google, Facebook, and Twitter itself [2]. It was widely used in its release, but it was proven to have inconsistencies with regards to its data [2]. Back in 2011–2013, Google Flu Trends overestimated the number of people who had flu by 50% [3]. One possible cause was its inclusion of data which contained the word "flu" or "influenza", wherein the person who "tweeted" or posted about it did not have the flu at all [3]. There was also a study that made a precision of 0.78 or 78% using the NaГЇve Bayes Classification algorithm to identify tweets that mention flu or flu–like symptoms [4]. As mentioned earlier, previous researchers had difficulty classifying these tweets as some data gathered got accepted even though the person did not have it. According to the Department of Health of the Philippines [5], getting flu is possible by contacting items that are contaminated through the discharges of an infected ... Get more on HelpWriting.net ...
  • 51. Big Data Management From Relational Database Management With 3.2 billion internet users [1] and 6.4 billion internet–connected devices in 2016 alone [2], unprecedented amount of data is being generated and processed daily and increasingly every year. With the advent of web 2.0, the growth and creation of new and more complex types of data has created a natural demand for analysis of new data sources in order to gain knowledge. This new data volume and complexity is being called Big Data, famously characterised by Volume, Variety and Velocity and has created data management and processing challenges due to technological limitations, efficiency or cost to store and process in a timely fashion. The large volume and complexity of data cannot be handled and/or processed by most current information systems in a timely manner, while traditional data mining and analytics methods developed for a centralized data system may not be practical for Big Data. Tracking the concept of Big Data management from Relational Databases Management Systems to the current NoSQLdatabase, this paper surveys the Big Data challenges from the perspective of its characteristics Volume, Variety and Velocity, and attempts to study how each of these challenges are addressed by various NoSQL systems. NoSQL is not a single system that can solve every single Big Data problem; it is an eco–system of technologies where different type of NoSQL databases are optimized to address various types of big data challenges by providing schema–less modeling and automatic ... Get more on HelpWriting.net ...