The document provides an agenda for a presentation on Hadoop. It discusses the need for new big data processing platforms due to the large amounts of data generated each day by companies like Twitter, Facebook, and Google. It then summarizes the origin of Hadoop, describes what Hadoop is and some of its core components like HDFS and MapReduce. The document outlines the Hadoop architecture and ecosystem and provides examples of real world use cases for Hadoop. It poses the question of when an organization should implement Hadoop and concludes by asking if there are any questions.
The Hadoop Cluster Administration course at Edureka starts with the fundamental concepts of Apache Hadoop and Hadoop Cluster. It covers topics to deploy, manage, monitor, and secure a Hadoop Cluster. You will learn to configure backup options, diagnose and recover node failures in a Hadoop Cluster. The course will also cover HBase Administration. There will be many challenging, practical and focused hands-on exercises for the learners. Software professionals new to Hadoop can quickly learn the cluster administration through technical sessions and hands-on labs. By the end of this six week Hadoop Cluster Administration training, you will be prepared to understand and solve real world problems that you may come across while working on Hadoop Cluster.
Hadoop installation, Configuration, and Mapreduce programPraveen Kumar Donta
This presentation contains brief description about big data along with that hadoop installation, configuration and MapReduce wordcount program and its explanation.
With the advent of Hadoop, there comes the need for professionals skilled in Hadoop Administration making it imperative to be skilled as a Hadoop Admin for better career, salary and job opportunities.
This slide contain basic detail about Hadoop and big data. Steps to install and configure Hadoop in Linux OS. And an example to count number of words in a text file using Hadoop.
With the advent of Hadoop, there comes the need for professionals skilled in Hadoop Administration making it imperative to be skilled as a Hadoop Admin for better career, salary and job opportunities.
More about Hadoop
www.beinghadoop.com
https://www.facebook.com/hadoopinfo
This PPT Gives information about
Complete Hadoop Architecture and
information about
how user request is processed in Hadoop?
About Namenode
Datanode
jobtracker
tasktracker
Hadoop installation Post Configurations
Hadoop Interview Questions and Answers by rohit kapakapa rohit
Hadoop Interview Questions and Answers - More than 130 real time questions and answers covering hadoop hdfs,mapreduce and administrative concepts by rohit kapa
Here is our most popular Hadoop Interview Questions and Answers from our Hadoop Developer Interview Guide. Hadoop Developer Interview Guide has over 100 REAL Hadoop Developer Interview Questions with detailed answers and illustrations asked in REAL interviews. The Hadoop Interview Questions listed in the guide are not "might be" asked interview question, they were asked in interviews at least once.
EclipseCon Keynote: Apache Hadoop - An IntroductionCloudera, Inc.
Todd Lipcon explains why you should be interested in Apache Hadoop, what it is, and how it works. Todd also brings to light the Hadoop ecosystem and real business use cases that evolve around Hadoop and the ecosystem.
The Hadoop Cluster Administration course at Edureka starts with the fundamental concepts of Apache Hadoop and Hadoop Cluster. It covers topics to deploy, manage, monitor, and secure a Hadoop Cluster. You will learn to configure backup options, diagnose and recover node failures in a Hadoop Cluster. The course will also cover HBase Administration. There will be many challenging, practical and focused hands-on exercises for the learners. Software professionals new to Hadoop can quickly learn the cluster administration through technical sessions and hands-on labs. By the end of this six week Hadoop Cluster Administration training, you will be prepared to understand and solve real world problems that you may come across while working on Hadoop Cluster.
Hadoop installation, Configuration, and Mapreduce programPraveen Kumar Donta
This presentation contains brief description about big data along with that hadoop installation, configuration and MapReduce wordcount program and its explanation.
With the advent of Hadoop, there comes the need for professionals skilled in Hadoop Administration making it imperative to be skilled as a Hadoop Admin for better career, salary and job opportunities.
This slide contain basic detail about Hadoop and big data. Steps to install and configure Hadoop in Linux OS. And an example to count number of words in a text file using Hadoop.
With the advent of Hadoop, there comes the need for professionals skilled in Hadoop Administration making it imperative to be skilled as a Hadoop Admin for better career, salary and job opportunities.
More about Hadoop
www.beinghadoop.com
https://www.facebook.com/hadoopinfo
This PPT Gives information about
Complete Hadoop Architecture and
information about
how user request is processed in Hadoop?
About Namenode
Datanode
jobtracker
tasktracker
Hadoop installation Post Configurations
Hadoop Interview Questions and Answers by rohit kapakapa rohit
Hadoop Interview Questions and Answers - More than 130 real time questions and answers covering hadoop hdfs,mapreduce and administrative concepts by rohit kapa
Here is our most popular Hadoop Interview Questions and Answers from our Hadoop Developer Interview Guide. Hadoop Developer Interview Guide has over 100 REAL Hadoop Developer Interview Questions with detailed answers and illustrations asked in REAL interviews. The Hadoop Interview Questions listed in the guide are not "might be" asked interview question, they were asked in interviews at least once.
EclipseCon Keynote: Apache Hadoop - An IntroductionCloudera, Inc.
Todd Lipcon explains why you should be interested in Apache Hadoop, what it is, and how it works. Todd also brings to light the Hadoop ecosystem and real business use cases that evolve around Hadoop and the ecosystem.
Big Data and Hadoop training course is designed to provide knowledge and skills to become a successful Hadoop Developer. In-depth knowledge of concepts such as Hadoop Distributed File System, Setting up the Hadoop Cluster, Map-Reduce,PIG, HIVE, HBase, Zookeeper, SQOOP etc. will be covered in the course.
Welcome to Tolteq: The Leader in MWD TechnologyGabe Trevino
Tolteq is a leading provider of Measurement While Drilling (MWD) systems and components. Tolteq’s innovative engineering transforms downhole data into downhole intelligence. We push the known boundaries to give our clients’ reliable data and reliable tools, because that means the difference between a successful job and one filled with interruptions. Tolteq’s goal is to minimize the clients’ non-productive time by providing innovative tools and software solutions that offer market-leading reliability and allow unprecedented access to downhole data. For more information, visit Tolteq.com.
The Secrets of Building Realtime Big Data Systemsnathanmarz
The architectural principles behind building systems that scale to vast amounts of data and operate on that data in realtime.
Presented at POSSCON '11.
This slide deck that Mr. Minh Tran - KMS's Software Architect shared at "Java-Trends and Career Opportunities" seminar of Information Technology Center of HCMC University of Science.
Introduction to the Hadoop Ecosystem with Hadoop 2.0 aka YARN (Java Serbia Ed...Uwe Printz
Talk held at the Java User Group on 05.09.2013 in Novi Sad, Serbia
Agenda:
- What is Big Data & Hadoop?
- Core Hadoop
- The Hadoop Ecosystem
- Use Cases
- What‘s next? Hadoop 2.0!
Kafka and Storm - event processing in realtimeGuido Schmutz
Apache Kafka is publish-subscribe messaging rethought as a distributed commit log. It is designed to allow a single cluster to serve as the central data backbone for a large organization. It can be elastically and transparently expanded without downtime. Storm is a distributed realtime computation system. Storm makes it easy to reliably process unbounded streams of data, doing for realtime processing what Hadoop did for batch processing. Storm has many use cases: realtime analytics, online machine learning, continuous computation, distributed RPC, ETL, and more. This session presents the main concepts of Kafka and Storm and then shows how a simple stream processing application is implemented using these two technologies.
This is the basis for some talks I've given at Microsoft Technology Center, the Chicago Mercantile exchange, and local user groups over the past 2 years. It's a bit dated now, but it might be useful to some people. If you like it, have feedback, or would like someone to explain Hadoop or how it and other new tools can help your company, let me know.
This presentation, by big data guru Bernard Marr, outlines in simple terms what Big Data is and how it is used today. It covers the 5 V's of Big Data as well as a number of high value use cases.
ارائه در زمینه کلان داده،
کارگاه آموزشی "عصر کلان داده، چرا و چگونه؟" در بیست و دومین کنفرانس انجمن کامپیوتر ایران csicc2017.ir
وحید امیری
vahidamiry.ir
datastack.ir
Big Data raises challenges about how to process such vast pool of raw data and how to aggregate value to our lives. For addressing these demands an ecosystem of tools named Hadoop was conceived.
Content presented at a talk on Aug. 29th. Purpose is to inform a fairly technical audience on the primary tenets of Big Data and the hadoop stack. Also, did a walk-thru' of hadoop and some of the hadoop stack i.e. Pig, Hive, Hbase.
Hadoop Demystified + MapReduce (Java and C#), Pig, and Hive DemosLester Martin
A walk-thru of core Hadoop, the ecosystem tools, and Hortonworks Data Platform (HDP) followed by code examples in MapReduce (Java and C#), Pig, and Hive.
Presented at the Atlanta .NET User Group meeting in July 2014.
#LibreOffice is a #free and powerful #officesuite, and a successor to #OpenOffice.org (commonly known as #OpenOffice).
Its clean interface and feature-rich tools help you unleash your #creativity and enhance your #productivity. #LibreOffice includes several applications that make it the most versatile #Free and #OpenSource office suite on the market: #Writer (#wordprocessing), Calc (#spreadsheets), Impress (presentations), #Draw (vector graphics and #flowcharts), Base (#databases), and #Math (#formula editing).
#LibreOffice is #community-driven and #developed #software, and is a project of the #nonprofit #organization, The #Document #Foundation. #LibreOffice is free and #opensource software, originally based on #OpenOffice.org (commonly known as OpenOffice), and is the most actively developed OpenOffice.org successor project.
#LibreOffice is developed by users who, just like you, believe in the principles of #FreeSoftware and in sharing their work with the world in non-restrictive ways.
This office suite can easily replace costly paid option available. If you need a good office suite which is easily and freely available you can for sure give a try and.
It has following features/components for making your work easy and cost free and vendor independent:
Writer – word processor
Calc – spreadsheet
Impress – presentations
Draw – diagrams
Base – database
Math – formula editor
Charts
Better #collaboration
#Sharingdocuments and edits with other users have been enhanced and well tracked, to make modifications more clear.
Work faster in Calc
Working with #Spreadsheet has the new #Bash-like autocompletion feature helps you to input data in a snap.
#Barcodes and borders
We can now insert #barcodes into your #documents with just a few clicks
For Full information about the release you can visit if your are interested.
https://wiki.documentfoundation.org/ReleaseNotes/7.3
If you need any help you can reach out here
https://twitter.com/libreoffice
https://blog.documentfoundation.org/
https://www.facebook.com/libreoffice.org
https://twitter.com/AskLibreOffice
What Next :
#LibreOffice 7.4 – is next major release in August, you can try installing and test it and help the developers to find if any bug or issue or need any improvement.
Let's install and explore.
We will now install it in #Ubuntu and explore this a bit
#SystemArchitecture Series: #Kerberos Architecture Component and communication flow #architecture
#Kerberos is a ticketing-based #authentication #system, based on the use of #symmetric keys. #Kerberos uses tickets to provide #authentication to resources instead of #passwords. This eliminates the threat of #password stealing via #networksniffing. One of the biggest benefits of #Kerberos is its ability to provide single sign-on (#SSO). Once you log into your #Kerberos environment, you will be automatically logged into other applications in the environment.
To help provide a secure environment, #Kerberos makes use of Mutual #Authentication. In Mutual #Authentication, both the #server and the #client must be authenticated. The client knows that the server can be trusted, and the server knows that the client can be trusted. This #authentication helps prevent man-in-the-middle attacks and #spoofing. #Kerberos is also time sensitive. The tickets in a #Kerberosenvironment must be renewed periodically or they will expire.
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
For more information, visit-www.vavaclasses.com
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
2. Agenda
Need for a new processing platform (BigData)
Origin of Hadoop
What is Hadoop & what it is not ?
Hadoop architecture
Hadoop components
(Common/HDFS/MapReduce)
Hadoop ecosystem
When should we go for Hadoop ?
Real world use cases
Questions
3. Need for a new processing
platform (Big Data)
What is BigData ?
- Twitter (over 7~ TB/day)
- Facebook (over 10~ TB/day)
- Google (over 20~ PB/day)
Where does it come from ?
Why to take so much of pain ?
- Information everywhere, but where is the
knowledge?
Existing systems (vertical scalibility)
Why Hadoop (horizontal scalibility)?
4. Origin of Hadoop
Seminal whitepapers by Google in 2004
on a new programming paradigm to
handle data at internet scale
Hadoop started as a part of the Nutch
project.
In Jan 2006 Doug Cutting started working
on Hadoop at Yahoo
Factored out of Nutch in Feb 2006
First release of Apache Hadoop in
September 2007
Jan 2008 - Hadoop became a top level
Apache project
5. Hadoop distributions
Amazon
Cloudera
MapR
HortonWorks
Microsoft Windows Azure.
IBM InfoSphere Biginsights
Datameer
EMC Greenplum HD Hadoop distribution
Hadapt
6. What is Hadoop ?
Flexibleinfrastructure for large
scale computation & data
processing on a network of
commodity hardware
Completely written in java
Open source & distributed under
Apache license
Hadoop Common, HDFS &
MapReduce
7. What Hadoop is not
A replacement for existing data
warehouse systems
A File system
An online transaction
processing (OLTP) system
Replacement of all
programming logic
A database
9. HDFS (Hadoop Distributed File
System)
Hadoop distributed file system
Default storage for the Hadoop cluster
NameNode/DataNode
The File System Namespace(similar to our local
file system)
Master/slave architecture (1 master 'n' slaves)
Virtual not physical
Provides configurable replication (user specific)
Data is stored as chunks (64 MB default, but
configurable) across all the nodes
12. Rack awareness
Typically large Hadoop clusters are arranged in racks and
network traffic between different nodes with in the same rack
is much more desirable than network traffic across the racks.
In addition Namenode tries to place replicas of block on
multiple racks for improved fault tolerance. A default
installation assumes all the nodes belong to the same rack.
13. MapReduce
Framework provided by Hadoop to process
large amount of data across a cluster of
machines in a parallel manner
Comprises of three classes –
Mapper class
Reducer class
Driver class
Tasktracker/ Jobtracker
Reducer phase will start only after mapper is
done
Takes (k,v) pairs and emits (k,v) pair
14.
15. public static class Map extends Mapper<LongWritable,
Text, Text, IntWritable> {
private final static IntWritable one = new IntWritable(1);
private Text word = new Text(); public void
map(LongWritable key, Text value, Context context)
throws
IOException, InterruptedException {
String line = value.toString();
StringTokenizer tokenizer = new StringTokenizer(line);
while (tokenizer.hasMoreTokens()) {
word.set(tokenizer.nextToken());
context.write(word, one); } } }
19. When should we go for
Hadoop?
Data is too huge
Processes are independent
Online analytical processing
(OLAP)
Better scalability
Parallelism
Unstructured data
20. Real world use cases
Clickstream analysis
Sentiment analysis
Recommendation engines
Ad Targeting
Search Quality
21. What I have been doing…
Seismic Data Management & Processing
WITSML Server & Drilling Analytics
Orchestra Permission Map management for
Search
SDIS (just started)
Next steps: Get your hands dirty with
code in a workshop on …
Hadoop Configuration
HDFS Data loading
Map Reduce programming
Hbase
Hive & Pig