Over the past decade cloud computing has interrupted nearly every part of IT. Sales, marketing, finance and support all of these applications are being reengineered to take advantage of cloud's instant access no download and pay as we go attributes. The term cloud computing is sometimes used to refer to a new paradigm some even speak of a new technology.
In the presentations definition of SLA, its types and life cycle of SLA is discussed or explained in the session. For Live video you can listen to me on https://www.youtube.com/user/neeleshcmc
This slides will provide viewers a complete understanding of all the different virtualization techniques.
The main reference for the presentation is taken from Mastering cloud computing By Rajkumar Buyya.
This Presentation will useful to Enrich your knowledge on Cloud Computing Regarding to Networking. Use this presentation for Your reference purpose. Thankyou
- Problems with traditional data centers.
- Cloud computing definition, deployment, and services models.
- Essential characteristics of cloud services.
- IaaS examples.
- PaaS examples.
- SaaS examples.
- Cloud enabling technologies such as grid computing, utility computing, service oriented architecture (SOA), The Internet, Multi-tenancy, Web 2.0, Automation and Virtualization.
Cloud Computing
1. Types of Cloud Computing
2. Service model of Clouds
3. Benefits of Cloud Computing
4. Examples of Cloud Computing
5. History of Cloud Computing
6. Disadvantages
In the presentations definition of SLA, its types and life cycle of SLA is discussed or explained in the session. For Live video you can listen to me on https://www.youtube.com/user/neeleshcmc
This slides will provide viewers a complete understanding of all the different virtualization techniques.
The main reference for the presentation is taken from Mastering cloud computing By Rajkumar Buyya.
This Presentation will useful to Enrich your knowledge on Cloud Computing Regarding to Networking. Use this presentation for Your reference purpose. Thankyou
- Problems with traditional data centers.
- Cloud computing definition, deployment, and services models.
- Essential characteristics of cloud services.
- IaaS examples.
- PaaS examples.
- SaaS examples.
- Cloud enabling technologies such as grid computing, utility computing, service oriented architecture (SOA), The Internet, Multi-tenancy, Web 2.0, Automation and Virtualization.
Cloud Computing
1. Types of Cloud Computing
2. Service model of Clouds
3. Benefits of Cloud Computing
4. Examples of Cloud Computing
5. History of Cloud Computing
6. Disadvantages
This paper describes that Cloud computing relies on sharing of resources to achieve coherence and economies of scale, similar to a utility over a network. At the foundation of cloud computing is the broader concept of converged infrastructure and shared services. Cloud resources are usually not only shared by multiple users but are also dynamically reallocated per demand. With cloud computing, multiple users can access a single server to retrieve and update their data without purchasing licenses for different applications. Cloud computing involves deploying groups of remote servers and software networks that allow centralized data storage and online access to computer services or resources. Clouds can be classified based on service models as Infrastructure as a Service (IaaS), Platform as a Service (PaaS) and Software as a Service (SaaS). It can also be classified based on types as public, private or hybrid cloud.
In computer networking, cloud computing is a phrase used to describe a variety of computing concepts that involve a large number of computers connected through a communication network such as the Internet. It is very similar to the concept of utility computing. In science, cloud computing is a synonym for distributed computing over a network, and means the ability to run a program or application on many connected computers at the same time.
The phrase is often used in reference to network-based services, which appear to be provided by real server hardware, and are in fact served up by virtual hardware, simulated by software running on one or more real machines. Such virtual servers do not physically exist and can therefore be moved around and scaled up or down on the fly without affecting the end user, somewhat like a cloud becoming larger or smaller without being a physical object.
Cloud comping is one of the booming topic in it department. My presentation will discuss the major points of the cloud computing .So hope you find what you where looking for
With expanding volumes of knowledgeable production and the variability of themes and roots, shapes and languages, most detectable issues related to the delivery of storage space for the information and the variety of treatment strategies in addition to the problems related to the flow of information and methods
go down and take an interest in the advantage of them face the researchers. In any case, such a great significance comes with a support of a great infrastructure that includes large data centers comprising thousands of server units and other supporting equipment. The cloud is not a small, undeveloped branch of it, it is a type of computing that is based on the internet, an image from the internet. Cloud Computing is a
developed technology, cloud computing, possibly offers an overall economic benefit, in that end users shares a large, centrally achieved pool of storing and computing resources, rather than owning and managing their own systems. But, it needs to be environment friendly also. This review paper gives a general overview of cloud computing, also it describes cloud computing, architecture of cloud computing, characteristics of cloud computing, and different services and deployment model of cloud computing. This paper is for anyone who will have recently detected regarding cloud computing and desires to grasp a lot of regarding cloud computing.
With expanding volumes of knowledgeable production and the variability of themes and roots, shapes and languages, most detectable issues related to the delivery of storage space for the information and the variety of treatment strategies in addition to the problems related to the flow of information and methods go down and take an interest in the advantage of them face the researchers. In any case, such a great significance comes with a support of a great infrastructure that includes large data centers comprising thousands of server units and other supporting equipment. The cloud is not a small, undeveloped branch of it, it is a type of computing that is based on the internet, an image from the internet. Cloud Computing is a developed technology, cloud computing, possibly offers an overall economic benefit, in that end users shares a large, centrally achieved pool of storing and computing resources, rather than owning and managing their own systems. But, it needs to be environment friendly also. This review paper gives a general overview of cloud computing, also it describes cloud computing, architecture of cloud computing, characteristics of cloud computing, and different services and deployment model of cloud computing. This paper is for anyone who will have recently detected regarding cloud computing and desires to grasp a lot of regarding cloud computing.
In 1999, Salesforce.com started delivering of applications to users using a simple website. The applications were delivered to enterprises over the Internet, and this way the dream of computing sold as utility were true.
In 2002, Amazon started Amazon Web Services, providing services like storage, computation and even human intelligence. However, only starting with the launch of the Elastic Compute Cloud in 2006 a truly commercial service open to everybody existed.
In 2009, Google Apps also started to provide cloud computing enterprise applications.
We have to start by thanking almighty for his blessings that this book has been completed in time. We helped by our parents, teachers, colleagues and students too many names but are very special who have assisted our thinking by for this new edition by providing challenging comments and questions.So many people have helped us out that it is unfortunately no longer feasible to list all their names but we are always thankful to them. This image notwithstanding, we have tried to pack into this first edition as many fascinating new topics like introduction to internet of things (IoT), applications IoT characteristics of IoT, IoT architecture and protocols, physical design/local design of IoT, understanding basics of Arduino IDE, installation and understanding basics of Arduino IDE, basic of C language using Arduino IDE, loops and control statement practical, arrays and function, practical using Arduino-interfacing sensors.
We have also received extraordinary help form AICTE New Delhi, HPTU Hamirpur, NIT Hamirpur, IIT Mandi, RGPV Bhopal, MANIT, NITTTR Bhopal, Panjab University Chandigarh, NIFT Kannur Kerala, Teaching, Non-Teaching staff and students of B.Tech(CSE) and MCA Himachal Pradesh University, Shimla,Principal cum Director and other officers/ employees of Govt. P.G. College, Dharamshala, H.P. Our special thanks are due to all the faculty members and non-teaching staff of School of Computer Science & Engineering, Department of B.Tech (CSE) and MCA, Govt. P.G. College, Dharamshala. We also thank students of B.Tech (CSE) and MCA department in batches 2015 to 2020 have given us numerous ideas. Finally,we would like to thanks to Satya Prakashan for bringing out this book in such a nice form.
Thank you so much everyone!!!!!!
Dr. Pawan Thakur
Ms. Susheela Pathania
The Internet helped people to connect with static information available but now it is helping to build connection from people to people, people to physical objects and physical objects to other physical objects.
The speedy growth of Internet data is making networked connections more relevant and valuable. Also it creates exciting business opportunities for industries. Almost all every area, every device, every sensor,
every software are connected to each other. The ability to access these devices through a Smartphone or through a computer is called IoT (Internet of Things). These devices are accessed remotely. The Internet of things (IoT) is one of the top three technological advancements of the next decade together with the mobile, internet and the automation of knowledge work.
Introduction
m Definiton of Cloud Computing
p Characteristics of Cloud Computing
p Benefits of Cloud Computing
m Cloud Infrastructure
m Service Delivery Models (IAAS, PAAS and SAAS)
m Cloud Deployment Models/ Types of Cloud
m Pros and Cons of Cloud Computing
Each chapter of this bok contains student learning activites to give the readers a chance
to enhance the learning proces. This bok on cloud computing has ben writen for the
undergraduate students of B.E (CS/IT). & B. Tech. and postgraduate students of M.C.A,
M.E & M. Tech.(CS/IT), and similar courses of various Universites of Madhya Pradesh,
Chatisgarh, Utar Pradesh, Rajasthan, Haryana, Punjab and other Indian Universites. This
bok is divided in to 10 chapters & 6 experiments. Chapter 1 & 2, presents the basics of
Cloud Computing, Vision of Cloud Computing, Cloud computing environments, Cloud
and dynamic infrastructure, Cloud Adoption and rudiments and overview of cloud
aplications: ECG Analysis in the cloud, Protein structure prediction, Gene Expresion
Data Analysis, Satelite Image Procesing, CRM and ERP, Social networking etc.
In Chapter 3 & 4, We bring, Cloud Computing Architecture, NIST Cloud Computing
Reference Architecture, IBM Cloud Computing Reference Architecture, DMTF Cloud
Service Reference Architecture, CSA Reference Model, CISCO Cloud Reference
Architecture, Cloud Reference Model, Types of Clouds, Cloud Interoperabilty & Standards,
Scalabilty and Fault Tolerance, Cloud Solutions, Cloud Ecosystem, Cloud Busines Proces
Management, Cloud Service Management, Cloud Oferings and Virtual Desktop
Infrastructure. Chapter 5 & 6, deals with the concepts of Cloud Management & Virtualization
Technology, Resilency, Provisioning, Concepts of Map reduce, Cloud Governance, High
Availabilty and Disaster Recovery. Virtualization, virtualization Hypervisor management
software, Virtual LAN(VLAN) and Virtual SAN(VSAN) and their benefits.
Chapter 7 & 8 we present he theoretical and practical concepts of Cloud Security, Cloudsecurity services, Design principles, Secure Cloud Software Requirements, Policy
Implementation, Cloud Computing Security Chalenges, Virtualization security Management
and diferent Cloud Computing Security Architecture, CSA Cloud Security Reference
Model, NIST Security Reference Architecture, IBM Security Framework etc. In Chapter 9
& 10 we evaluate and examine Market Based Management of Clouds, Federated Clouds
Cloud, Third Party Cloud Services, and Case study of Gogle Ap Engine, Microsoft Azure,
Hadop, Amazon, Aneka etc.
The cloud computing is delivery of computing services over Internet. It allows individuals and businesses to use software and hardware that are managed by third parties at remote locations.
Classes extend the built-in capabilities of C++ able you in representing and solving complex, real-world problems. A class is an organization of data and functions which operate on them. Data structures are called data members and the functions are called member functions, the combination of data members and member functions constitute a data
object or simply an object.
Class is a group of data member and member functions. Another word class is a collection of objects of similar type.
To create a class, use the class keyword followed by a name for the object. Like any other declared variable, the class declaration ends with a semi-colon. The name of a class follows the rules we have applied for variable and function names.
An operating system is a system software that is responsible for the
management of various activities of the computer and sharing of computer resources.
Operating system is a collection of programs which makes interface between hardware, software and user.
computer is a calculating machine which is used to perform arithmetic and logical operation at a high speed.
A computer is an electronic device that can accept, store and process information to produce the required result.
Therefore, we can define computer as a device that transforms data. Data can be
anything like marks obtained by you in various subjects. It can also be name, age, sex,
weight, height, etc. of all the students in your class or income, savings, investments, etc.,
of a country.
Computer is a device that can solve any mathematical operation and it
operates on information or data.
Computer can be defined in terms of its functions. It can (i) accept data
(ii) store data, (iii) process data as desired, (iv) retrieve the stored data
as and when required and (v) print the result in desired format.
A network consists of two or more computers that are linked together in order to share
the resources, such as printers, exchange files among computers, with the help of electronic
communications. The computers on a network may be linked by cables, telephone lines,
radio waves, satellites, or infrared light beams etc.
How to Build a Module in Odoo 17 Using the Scaffold MethodCeline George
Odoo provides an option for creating a module by using a single line command. By using this command the user can make a whole structure of a module. It is very easy for a beginner to make a module. There is no need to make each file manually. This slide will show how to create a module using the scaffold method.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
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 simplified electron and muon model, Oscillating Spacetime: The Foundation...RitikBhardwaj56
Discover the Simplified Electron and Muon Model: A New Wave-Based Approach to Understanding Particles delves into a groundbreaking theory that presents electrons and muons as rotating soliton waves within oscillating spacetime. Geared towards students, researchers, and science buffs, this book breaks down complex ideas into simple explanations. It covers topics such as electron waves, temporal dynamics, and the implications of this model on particle physics. With clear illustrations and easy-to-follow explanations, readers will gain a new outlook on the universe's fundamental nature.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
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.
বাংলাদেশের অর্থনৈতিক সমীক্ষা ২০২৪ [Bangladesh Economic Review 2024 Bangla.pdf] কম্পিউটার , ট্যাব ও স্মার্ট ফোন ভার্সন সহ সম্পূর্ণ বাংলা ই-বুক বা pdf বই " সুচিপত্র ...বুকমার্ক মেনু 🔖 ও হাইপার লিংক মেনু 📝👆 যুক্ত ..
আমাদের সবার জন্য খুব খুব গুরুত্বপূর্ণ একটি বই ..বিসিএস, ব্যাংক, ইউনিভার্সিটি ভর্তি ও যে কোন প্রতিযোগিতা মূলক পরীক্ষার জন্য এর খুব ইম্পরট্যান্ট একটি বিষয় ...তাছাড়া বাংলাদেশের সাম্প্রতিক যে কোন ডাটা বা তথ্য এই বইতে পাবেন ...
তাই একজন নাগরিক হিসাবে এই তথ্য গুলো আপনার জানা প্রয়োজন ...।
বিসিএস ও ব্যাংক এর লিখিত পরীক্ষা ...+এছাড়া মাধ্যমিক ও উচ্চমাধ্যমিকের স্টুডেন্টদের জন্য অনেক কাজে আসবে ...
বাংলাদেশ অর্থনৈতিক সমীক্ষা (Economic Review) ২০২৪ UJS App.pdf
Introduction of Cloud Computing By Pawan Thakur HOD CS & IT
1. INTRODUCTION TO CLOUD COMPUTING
1-1
LEARNING OBJECTIVES
At the end of this chapter you will be able to understand :
m
m
m
m
m
m
m
m
m
m
m
Introduction
Meaning and Definitions of Cloud Computing
Historical Development
Vision of Cloud Computing
Characteristics of Cloud Computing as per NIST
Cloud Computing Reference Model : An Overview
Cloud Computing Environments
Cloud Services Requirements
Cloud and Dynamic Infrastructure
Advantages and Disadvantages of Cloud Computing
Cloud Adoption and Rudiments
1.1. INTRODUCTION
Over the past decade cloud computing has interrupted nearly every part of IT. Sales,
marketing, finance and support all of these applications are being reengineered to take
advantage of cloud's instant access no download and pay as we go attributes. The term
cloud computing is sometimes used to refer to a new paradigm some even speak of a
new technology as shown in Fig.1.1. Cloud computing refers to the delivery of computing
resources over the Internet. Instead of keeping data on your own hard drive or updating
applications we use a service over the Internet at another location to store your information
or use its applications. When we store our photos online instead of on our home computer,
or use webmail or a social networking site you are using a “Cloud computing” service.
If we are an organization and want to use an online invoicing service that service is a
“cloud computing” service.
2. 1-2
INTRODUCTION TO CLOUD COMPUTING
Fig. 1.1. Cloud Computing.
Examples of cloud services include online file storage, social networking sites, webmail,
and online business applications. The cloud computing model allows access to information
and computer resources from anywhere that a network connection is available. The
cloud computing provides a shared pool of resources including data storage space,
networks, computer processing power and specialized corporate and user applications.
Many companies are delivering services from the cloud. Some notable examples as of
2013 include the following :
1. Google. It has a private cloud that it uses for delivering many different services to its
users including email access, document applications, text translations, maps, web analytics
and much more.
2. Microsoft. It has Microsoft® Share-point® online service that allows for content
and business intelligence tools to be moved into the cloud and Microsoft currently makes
its office applications available in a cloud.
3. Salesforce.com. It runs its application set for its customers in a cloud, and it's
Force.com and Vmforce.com products provide developers with platforms to build
customized cloud services.
According to Gartner, the cloud is changing the way applications are designed, tested
and deployed resulting in a significant shift in application development priorities. Cost is
a major driver, but so are agility, flexibility and speed to deploy new applications. The
firm estimates that 90% of large enterprises and government agencies will use some
aspect of cloud computing by 2015. But, what is cloud computing? The following chapter
describes the cloud computing characteristics, services models, deployment models,
benefits and challenges.
3. INTRODUCTION TO CLOUD COMPUTING
1.2
1-3
MEANING AND DEFINITIONS OF CLOUD
COMPUTING
The cloud computing is the delivery of computing services over the Internet. Cloud
services allow individuals and businesses to use software and hardware that are managed
by third parties at remote locations.
Fig. 1.2. Cloud Computing Container.
The cloud computing is an everyday expression used to describe a variety of different
computing concepts that involve a large number of computers that are connected through
a real-time communication network typically the Internet. A web server typically has
three tiers to it as shown in Fig.1.2. The physical infrastructure, the operating system
platform, and the web application software being run. A cloud container may contain
one, two or all of these layers.
“Cloud computing is a model for enabling convenient, on-demand
network access to a shared pool of configurable computing resources
(e.g., networks, servers, storage, applications, and services) that can be
rapidly provisioned and released with minimal management effort or
service provider interaction. This cloud model promotes availability and
is composed of five essential characteristics, three service models, and
four deployment models”.
— National Institute of Standards and Technology (NIST)
The National Institute for Standards and Technology (NIST), Information Technology
Laboratory offers above definition of Cloud Computing. It’s as good as any.
4. 1-4
INTRODUCTION TO CLOUD COMPUTING
“Cloud computing is the dynamic delivery of information technology
resources and capabilities as a service over the Internet. It is a style of
computing in which dynamically scalable and often virualized resources
are provided as a service over the Internet”.
“Cloud computing is the realization of utility computing for the masses,
where traditional IT services are now virtualized and provided via
modular reference architectures that are created by the providers and
vendors rather than to end users”.
— Chris Poelkar
For the simplest explanation for cloud computing is describing it as, ‘Internet centric
software’. This new cloud computing software model is a shift from the traditional
single tenant approach to software development to that of a scalable, multi-tenant, multiplatform, multi-network, and global. This could be as simple as your web based email
service or as complex as a globally distributed load balanced content delivery environment.
1.3. HISTORICAL DEVELOPMENT
Computing history can be traced back to the invention of the first calculating machine
Abacus is considered to be the first computer and was invented by the Chinese about
5000 years ago. The basic purpose of the device is to make calculations. Charles Babbage
invented the first mechanical computer during the period of 1830 to 1850. This computer
performed basic arithmetic functions. Babbage is known as the father of modern digital
computers.
The Mark-I Computer was the first fully automatic calculating machine. It was designed
by Howard A. Aikne it collaboration with IBM. This machine was proved to be extremely
reliable. It was capable of performing five basic arithmetic operations, addition,
subtractions, multiplication, and division and table reference. The electronic machine
was developed by Atanasoff to solve certain mathematical equations. It used 45 vaccum
tubes for internal logical and capacitors for storage. Electronic Numerical Integrator
and Calculator (ENIAC) was the first electronic computer. It was a bulky machine
consisting of 18000 vaccum tubes. It was based on decimal arithmetic. It was faster
than mark-I computer it could store and manipulate very small amount of information.
Electronic Discrete Variable automatic Computer (EDVAC) was designed on stored
program concept Dr. John Von Neumann introduced it. His basic idea of stored program
is that a sequence of instructions as well as data can be stored in the memory of computer.
Neumann got a share of credit for introducing the ideas of storing both instructions and
data in the binary form (0 &1) (in 1950 Cambridge). The Britisher’s developed EDSAC.
The machine was developed by a group of scientists headed by Professor Maurice
Wilkes at the Cambridge University. This machine accomplished addition operation is
1500 microseconds. The UNIVAC was the first digital computer. UNIVAC machines
were produced the first of which was installed in the Census Bureau in 1951 and was
5. INTRODUCTION TO CLOUD COMPUTING
1-5
used continuously for 10 years. The IBM Corporation introduced the FOI Commercial
Computer. The improve models of UNIVAC were introduced.
In 1957 IBM introduced the 704 as the first mass produced mainframe computer with
floating-point arithmetic. Eventually, in 1964 the IBM System/360 followed. The highlight
of this product family was that peripheral components were exchangeable and that the
software was executable on all computers of this product family. The development of
the Personal Computer (PC) began as recently as in the 1970, with the construction of
the first microprocessor 4004 in 1969 and the later 8008 in 1971 by Intel. As late as 1981
IBM entered this market segment and coined the name Personal Computer (PC).
Microsoft has developed the operating system for the IBM-PC, which soon became the
standard platform, with which many PC manufacturers where compatible with. Since
then the development and diffusion of PC’s gained pace, significant performance leaps
could be achieved, graphical user interfaces were established and the continuing
miniaturization eventually lead to the development of laptops and mobile devices.
Another important milestone was the development of the Internet. This can be traced
back to a research project at the Advanced Research Projects Agency (ARPA). A
communication system, which would stay available if one of its nodes would be broken,
was developed in 1969, on behalf of the US ministry of defense. Eventually the ARPAnet
was developed out of this project. In 1981 around 200 institutions were connected to this
network. In 1983 the net’s protocol was switched to TCP/IP, which made it possible to
connect whole subnets to the ARPAnet. This network of networks was soon called
Internet. While at the beginning it was primarily used for military and scientific purposes,
its opening and commercialization began in 1988 with services like mail, telnet and Usenet.
However, the Internet achieved its real breakthrough with Tim Berners-Lee’s invention
of the World Wide Web in 1989. Tim Berners-Lee conceptualized an information
management system for the European Organization for Nuclear Research (CERN)
which was based on Hypertext, a network structure, where knowledge entities are
referenced through logical references so called hyperlinks. Traditional hyper textual
structures are for example content tables or cross references. The modern hypertext
concept can be traced back to Vannevar Bush (1945). With the increasing diffusion of
the web browser Mosaic, the World Wide Web eventually gained great popularity.
Further increasing bandwidths and technologies like Java, PHP or Ajax made it possible
to develop more and more elaborate, interactive websites. Due to this development, we
can today find many multimedia websites, online shops and numerous applications that
are deployed in the Internet. Some examples are route planners, communication platforms,
social networks and even whole office applications like word processors or spread sheet
applications. This deployment concept, usually referred to Software-as-a-Service gained
popularity around the year 2000. Similar deployment concepts were developed for the
deployment of hardware resources, especially computing power and storage. Primarily
in academia Grid Computing got established as such a concept already at the beginning
of the 1990.
6. 1-6
INTRODUCTION TO CLOUD COMPUTING
“The term Cloud Computing was coined in 2007 typically refereeing to
a joint hardware and software deployment concept. First research
initiatives were started by Google and IBM, in cooperation with six
American Universities. When looking back at the operating models of a
the 60 and 70, one realizes that with cloud computing an old trend is
coming back : centralized, shared computing resources. They so called
time-sharing concept, where idle CPU times where dynamically
distributed to several users, can be traced back to John McCarthy in
1957”
In the early days of data processing, computers as well as their operation were expensive.
Therefore the operators were looking for ways to utilize them in the best way possible.
Thus, companies with large mainframe computers offered their computing resources to
external users. This eventually led to the foundation of independent service providers
which specialized on the deployment of computing resources. Companies that offered
time-sharing-systems were for example General Electric’s Information Service Company
(GEISCO), IBM’s subsidiary The Service Bureau Corporation or Tymshare Inc. Users
of these time-sharing services could access the mainframe computer through dialup
connections, using terminals that were simple input/output devices.
The mainframe computers typically provided a complete working environment, including
different software packages, programming environments, file storage and printing services.
Pricing models were commonly based on a fixed rental fee for the terminal and variable
costs for connection time, consumed CPU time and storage usage. With the increasing
diffusion of more and more powerful PCs data processing and data storage shifted to
those local devices. In the 1990, the next trend could be observed, back again towards a
centralization of information technology, especially a centralization of data storage. This
trend appears to be continuing with cloud computing. The operators of today’s datacenters,
such as Amazon or Google, are confronted with a similar situation as it has been in the
1960 and 1970. They as well strive to utilize their massive resources in a better way.
Topical approaches, such as virtualization are efficient means to grant third party users
to dynamically access their infrastructure and harness computing power and storage
capacities. Platforms that were developed for cloud computing enable the development
of applications that are deployed on the hardware of those cloud computing infrastructure
providers.
1.4. VISION OF CLOUD COMPUTING
With the advancement of modern society basic essential services and utilities are commonly
provided such that everyone can easily obtain access to them. Today utility services,
such as water, electricity, gas, and telephony are deemed necessary for fulfilling daily
life routines. These utility services are accessed so frequently that they need to be
available whenever the consumer requires them at any time. Consumers are then able
to pay service providers based on their usage of these utility services.
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“Consumers will be able to access applications and data from a “Cloud”
anywhere in the world on demand. The consumers are assured that the
Cloud infrastructure is very robust and will always be available at any
time. Computing services need to be highly reliable, scalable, and
autonomic to support ubiquitous access, dynamic discovery and
computability.”
In 1969, Leonard Kleinrock, one of the chief scientists of the original Advanced Research
Projects Agency Network (ARPANET) project which seeded the Internet said: As of
now, computer networks are still in their infancy, but as they grow up and become
sophisticated, we will probably see the spread of computer utilities which, like present
electric and telephone utilities, will service individual homes and offices across the
country”. The vision of cloud computing are as shown in Fig.1.3.
Fig. 1.3. Vision of Cloud Computing.
1. Service provisioning model. This vision of the computing utility based on the
service provisioning model anticipates the massive transformation of the entire computing
industry in the 21st century whereby computing services will be readily available on
demand like other utility services available in today’s society.
Similarly, computing service users or consumers need to pay providers only when they
access computing services. In addition, consumers no longer need to invest heavily or
encounter difficulties in building and maintaining complex IT infrastructure. Hence,
software practitioners are facing numerous new challenges toward creating software
for millions of consumers to use as a service, rather than to run on their individual
computers.
2. Computer utilities. The creation of the Internet has marked the foremost milestone
towards achieving this grand 21st century vision of ‘computer utilities’ by forming a
worldwide system of computer networks that enables individual computers to
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communicate with any other computers located elsewhere in the world. This
internetworking of standalone computers provide potential of utilizing endless amount of
distributed computing resources owned by various owners. As such, over the recent
years, new computing paradigms have been proposed and adopted to edge closer toward
achieving this grand vision. Applications making use of these utility-oriented computing
systems emerge simply as catalysts or market makers, which brings buyers and sellers
together. This creates several trillion dollars worth of the utility/pervasive computing
industry as noted by Sun Microsystems co-founder Bill Joy.
3. Grid computing. Grid computing enables the sharing, selection, and aggregation of a
wide variety of physically distributed resources including supercomputers, storage systems,
data sources, and specialized devices owned by different organizations for solving large
scale resource intensive problems in science, engineering, and commerce. Inspired by
the electrical power Grid’s pervasiveness, ease of use, and reliability, the motivation of
Grid computing was initially driven by large-scale, resources (computational and data)intensive scientific applications that required more resources than a single computer
(PC, workstation, supercomputer) could have provided in a single administrative domain.
Due to its potential to make impact on the 21st century as much as the electric power
Grid did on the 20th century, Grid computing has been hailed as the next revolution after
the Internet and the World Wide Web.
4. Peer-to-Peer computing. The Peer-to-Peer (P2P) computing allows peer nodes
(computers) to share content directly with one another in a decentralized manner. In
pure P2P computing, there is no notion of clients or servers. Since all peer nodes are
equal and concurrently be both clients and servers. The goals of P2P computing include
cost sharing or reduction, resource aggregation and interoperability, improved scalability
and reliability, increased autonomy, anonymity or privacy, dynamism, and ad-hoc
communication and collaboration.
5. Service computing. A service computing focuses on the linkage between business
processes and IT services so that business processes can be seamlessly automated
using IT services. Examples of services computing technologies include Service-Oriented
Architecture (SOA) and Web Services. The SOA facilitates interoperable services
between distributed systems to communicate and exchange data with one another, thus
providing a uniform means for service users and providers to discover and offer services
respectively. The Web Services provides the capability for self-contained business
functions to operate over the Internet.
6. Market-oriented computing. It views computing resources in economic terms
such that resource users will need to pay resource providers for utilizing the computing
resources. Therefore, it is able to provide benefits, such as offering incentive for resource
providers to contribute their resources for others to use and profit from it, regulating the
supply and demand of computing resources at market equilibrium, offering incentive for
resource users to back off when necessary, removing the need for a central coordinator
(during the negotiation between the user and provider for establishing quality of service
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expectations and service pricing) and enabling both users and providers to make
independent decisions to maximize their utility and profit respectively.
7. Virtualized compute and storage technologies. Today the latest paradigm to
emerge is that of Cloud computing which promises reliable services delivered through
next-generation data centers that are built on virtualized compute and storage technologies.
1.5. CHARACTERISTICS OF CLOUD COMPUTING
AS PER NIST
Cloud computing has a variety of characteristics, with the main ones being described by
NIST are as following as shown in Fig. 1.4 :
“Cloud computing allows for the sharing and scalable deployment of
services as needed from almost any location and for which the customer
can be billed based on actual usage.”
Fig. 1.4. Characteristics of Cloud Computing as per NIST.
1. On-demand self-service. A consumer can used provision computing capabilities,
such as server time and network storage, as needed automatically without requiring
human interaction with each service provider.
2. Broad network access. The capabilities are available over the network and accessed
through standard mechanisms that promote use by heterogeneous thin or thick client
platforms e.g., mobile phones, tablets, laptops and workstations.
3. Resource pooling. The provider's computing resources are pooled to serve multiple
consumers using a multi-tenant model, with different physical and virtual resources
dynamically assigned and reassigned according to consumer demand. There is a sense
of location independence in that the customer generally has no control or knowledge
over the exact location of the provided resources but may be able to specify location at
a higher level of abstraction e.g., country, state or datacenter. Examples of resources
include storage, processing, memory, and network bandwidth.
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4. Rapid elasticity. The capabilities can be elastically provisioned and released, in
some cases automatically to scale rapidly outward and inward commensurate with demand.
To the consumer, the capabilities available for provisioning often appear to be unlimited
and can be appropriated in any quantity at any time.
5. Measured service. Cloud systems automatically control and optimize resource use
by leveraging a metering capability at some level of abstraction appropriate to the type
of service e.g., storage, processing, bandwidth, and active user accounts. Resource
usage can be monitored, controlled, and reported, providing transparency for both the
provider and consumer of the utilized service.
1.5.1. Benefits of Cloud Computing
The following are some of the possible benefits for those who offer cloud computingbased services and applications:
1. Cost Savings. The companies can reduce their capital expenditures and use
operational expenditures.
2. Computing capabilities. This is a lower barrier to entry and also requires fewer inhouse IT resources to provide system support.
3. Scalability/Flexibility. The companies can start with a small deployment and grow
to a large deployment fairly rapidly, and then scale back if necessary. Also, the flexibility
of cloud computing allows companies to use extra resources at peak times, enabling
them to satisfy consumer demands.
4. Reliability. Services using multiple redundant sites can support business continuity
and disaster recovery.
5. Maintenance. Cloud service providers do the system maintenance, and access is
through APIs that do not require application installations onto PCs, thus further reducing
maintenance requirements.
6. Mobile accessible. Mobile workers have increased productivity due to systems
accessible in an infrastructure available from anywhere.
1.5.2. Challenges of Cloud Computing
The Fig. 1.5 shown some of the notable challenges associated with cloud computing,
and although some of these may cause a slowdown when delivering more services in
the cloud, most also can provide opportunities, if resolved with due care and attention in
the planning stages.
1. Security and privacy. Perhaps two of the more “hot button” issues surrounding
cloud computing relate to storing and securing data and monitoring the use of the cloud
by the service providers. These issues are generally attributed to slowing the deployment
of cloud services. These challenges can be addressed for example by storing the
information internal to the organization, but allowing it to be used in the cloud. For this to
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occur though the security mechanisms between organization and the cloud need to be
robust and a Hybrid cloud could support such a deployment.
Fig. 1.5. Challenges of Cloud Computing.
2. Lack of standards. Clouds have documented interfaces; however, no standards are
associated with these and thus it is unlikely that most clouds will be interoperable. The
open grid forum is developing an open cloud computing Interface to resolve this issue
and the Open Cloud Consortium is working on cloud computing standards and practices.
The findings of these groups will need to mature, but it is not known whether they will
address the needs of the people deploying the services and the specific interfaces these
services need. However keeping up to date on the latest standards as they evolve will
allow them to be leveraged if applicable.
3. Continuously evolving. User requirements are continuously evolving, as are the
requirements for interfaces, networking and storage. This means that a “cloud” especially
a public one does not remain static and is also continuously evolving.
4. Compliance concerns. There are many compliance issues affecting cloud computing,
based on the type of data and application for which the cloud is being used. As with
security and privacy mentioned previously these typically result in hybrid cloud deployment
with one cloud storing the data internal to the organization.
1.6. CLOUD COMPUTING REFERENCE MODEL :
AN OVERVIEW
An overview of the NIST cloud computing reference architecture is which identifies the
major performer/Actor their activities and functions of cloud computing as shown in
Fig.1.6.
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Fig. 1.6. The Conceptual Reference Model.
“The cloud computing reference model represents a generic high-level
architecture and is intended to facilitate the understanding of the
requirements, uses, characteristics and standards of cloud computing.”
This section provides only overview of conceptual reference model the detailed study of
all the component is described in Chapter 3. As shown in Fig.1.6 the NIST cloud computing
reference architecture defines five major actors as shown in Fig.1.7. Each performer is
an entity may be a person or an organization that participates in a transaction or process
and performs tasks in cloud computing.
Fig. 1.7. Performers of NIST Cloud Computing Reference Architecture.
The briefly lists of the actors / performers defined in the NIST cloud computing reference
architecture in Table 1.1. The general activities of the actors are discussed in the remainder
of this section, while the details of the architectural elements are discussed later.
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Table 1.1. The Actors/performers in Cloud Computing.
Actor
Cloud Consumer
Cloud Provider
Cloud Auditor
Cloud Broker
Cloud Carrier
Definition
A person or organization that maintains a business relationship
with, and uses service from, cloud providers.
A person, organization or entity responsible for making an
available service to interested parties.
A party that can conduct independent assessment of cloud
services, information system operations, performance and
security of the cloud implementation.
An entity that manages the use, performance and delivery of
cloud services, and negotiates relationship between cloud
providers and cloud consumers.
An intermediary that provides connectivity and transport of cloud
services from cloud providers to cloud consumers.
1. Cloud consumer. The cloud consumer is the most important stakeholder for the
cloud computing service. A cloud consumer represents a person or organization that
maintains a business relationship with and uses the service from a cloud provider. A
cloud consumer browses the service catalog from a cloud provider, requests the
appropriate service, sets up service contracts with the cloud provider and uses the service.
The cloud consumer may be billed for the service provisioned, and needs to arrange
payments accordingly.
2. Cloud provider. A cloud provider is a person, an organization which is the entity
responsible for making a service available to interested parties. A cloud provider acquires
and manages the computing infrastructure required for providing the services, runs the
cloud software that provides the services, and makes arrangement to deliver the cloud
services to the cloud consumers through network access. For Software as a Service,
the cloud provider deploys, configures, maintains and updates the operation of the software
applications on a cloud infrastructure so that the services are provisioned at the expected
service levels to cloud consumers.
3. Cloud auditor. A cloud auditor is a party that can perform an independent examination
of cloud service controls with the intent to express an opinion thereon. Audits are
performed to verify conformance to standards through review of objective evidence. A
cloud auditor can evaluate the services provided by a cloud provider in terms of security
controls, privacy impact, performance etc.
4. Cloud broker. As cloud computing evolves the integration of cloud services can be
too complex for cloud consumers to manage. A cloud consumer may request cloud
services from a cloud broker, instead of contacting a cloud provider directly. A cloud
broker is an entity that manages the use, performance and delivery of cloud services and
negotiates relationships between cloud providers and cloud consumers.
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5. Cloud carrier. A cloud carrier acts as an intermediary that provides connectivity and
transport of cloud services between cloud consumers and cloud providers. A cloud carriers
provide access to consumers through network, telecommunication and other access
devices. For example, cloud consumers can obtain cloud services through network access
devices, such as computers, laptops, mobile phones, mobile Internet devices etc.
The interactions among the actors illustrates in Fig.1.8. A cloud consumer may request
cloud services from a cloud provider directly or via a cloud broker. A cloud auditor
conducts independent audits and may contact the others to collect necessary information.
The details will be discussed in the following sections and presented in increasing level
of details in successive diagrams.
Fig. 1.8. Interaction Between the Actor in Cloud Computing.
The example of usage scenario performers/actors of NIST Cloud Computing reference
architecture is as following:
(i) Usage scenario of cloud brokers. A cloud consumer may request service from a
cloud broker instead of contacting a cloud provider directly. The cloud broker may create
a new service by combining multiple services or by enhancing an existing service as
shown in Fig.1.9. In this example, the actual cloud providers are invisible to the cloud
consumer and the cloud consumer interacts directly with the cloud broker.
Fig. 1.9. Usage Scenario of Cloud Brokers.
(ii) Usage scenario for cloud carriers. Cloud carriers provide the connectivity and
transport of cloud services from cloud providers to cloud consumers. As illustrated in
Fig.1.10 a cloud provider participates in and arranges for two unique service level
agreements (SLAs) one with a cloud carrier (e.g. SLA2) and one with a cloud consumer
e.g. SLA1. A cloud provider arranges service level agreements (SLAs) with a cloud
carrier and may request dedicated and encrypted connections to ensure the cloud services
are consumed at a consistent level according to the contractual obligations with the
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cloud consumers. In this case the provider may specify its requirements on capability,
flexibility and functionality in SLA2 in order to provide essential requirements in SLA1.
Fig. 1.10. Usage Scenario for Cloud Carriers.
(iii) Usage scenario for cloud auditors. For a cloud service, a cloud auditor conducts
independent assessments of the operation and security of the cloud service implementation
as shown in Fig.1.11. The audit may involve interactions with both the cloud consumer
and the cloud provider.
Fig. 1.11. Usage Scenario for Cloud Auditors.
1.7. CLOUD COMPUTING ENVIRONMENTS
The cloud computing aims to power the next generation data centers and enables
application service providers to lease data center capabilities for deploying applications
depending on user QoS (Quality of Service) requirements as shown in Fig. 1.12.
“Cloud applications environment have different: composition,
configuration and deployment requirements.”
Fig. 1.12. Cloud Applications Environment.
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Quantifying the performance of resource allocation policies and application scheduling
algorithms at finer details in cloud computing environments for different application and
service models under:
(i) Varying load
(ii) Energy performance power consumption and heat dissipation
(iii) System size is a challenging problem to tackle.
To simplify this process, an extensible simulation toolkit that enables modeling and
simulation of cloud computing environments are used. The toolkit supports modeling and
creation of one or more virtual machines (VMs) on a simulated node of a data center,
jobs and their mapping to suitable VMs. It also allows simulation of multiple data centers
to enable a study on federation and associated policies for migration of VMs for reliability
and automatic scaling of applications.
The cloud has also begun to impact the tools and support solutions that drive IT. This
includes performance management, backup and recovery, configuration management,
helpdesk, datacenter automation and release management. The agility afforded by ondemand services is further penetrating the developer space.
Yet despite this transformation, there has been little disruption to the integrated
development environment (IDE) world. The world’s nearly 15 million developers, teams
and organizations continue to use desktop IDEs as their workbench of choice. Why has
not the development environment moved to the cloud along with just about every other
application ?
What is wrong with desktop development ?
Desktop development environments are becoming outdated, failing more often and causing
productivity issues for developers.
1. Complicated configuration management. The substantial configuration
management process for a developer’s workspace turns developers into part-time system
administrators, responsible for their own mini-data center running entirely on the desktop.
This is time consuming, error prone and challenging to automate.
Many developers have multiple computers and are forced to repeat these tasks on each
machine. There is no way to synchronize the configurations of components across different
machines, and each machine requires similar hardware and operating systems to operate
the components identically.
2. Decreased productivity. Many IDEs are memory and disk hogs, with significant
boot times. They are so resource-hungry they can starve other applications, such as the
Web browser. The net effect is a less productive developer due to a slower machine.
3. Limited accessibility. Desktop developer workspaces are not accessible via mobile
devices. Developers who need remote access have to resort to complex and slow solutions
such as GotoMyPC if their firewall allows it.
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4. Poor collaboration. These days most developers work as part of a team, so
communication and collaboration are critical. But desktop IDEs must outsource
collaboration to communication systems outside the developer’s workflow, forcing
developers to continuously switch between developing within the IDE and communicating
with their team via other means.
The solution is cloud development :
1. Development workspace into the cloud. To solve these problems requires moving
the entire development workspace into the cloud. The developer’s environment is a
combination of the IDE the local build system, the local runtime to test and debug the
locally edited code, the connections between these components and the their dependencies
with tools such as Continuous Integration or central services such as Web Services,
specialized data stores, legacy applications or partner-provided services.
2. Centralized. The cloud-based workspace is centralized, making it easy to share.
Developers can invite others into their workspace to co-edit, co-build, or co-debug.
Developers can communicate with one another in the workspace itself changing the
entire nature of pair programming, code reviews and classroom teaching.
3. System efficiency. The cloud can offer improvements in system efficiency and
density, giving each individual workspace a configurable slice of the available memory
and compute resources.
In the end of course there is more work to do and we are far from tapping into the
endless possibilities the cloud computing offers developers. But the benefits are already
clear.
1.8. CLOUD SERVICES REQUIREMENTS
The cloud computing consists of hardware and software resources made available on
the Internet as managed third-party services.
“Cloud services requirements typically provide access to advanced
software applications and high-end networks of server computers. Service
providers create cloud computing systems to serve common business or
research needs.”
Examples of cloud computing services include :
1. Virtual IT. It configures and utilizes remote third-party servers as extensions to a
company’s local IT network.
2. Software. They utilizes commercial software applications or develop and remotely
host custom built applications.
3. Network storage. The back up or archive data across the Internet to a provider
without needing to know the physical location of storage.
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Cloud computing systems all generally are designed for scalability to support large numbers
of customers and surges in demand. Service providers are responsible for installing and
maintaining core technology within the cloud. Some customers prefer this model because
it limits their own manageability burden. However, customers cannot directly control
system stability in this model and are highly dependent on the provider instead.
Cloud computing systems are normally designed to closely track all system resources,
which enables providers to charge customers according to the resources each consumes.
Some customers will prefer this so-called metered billing approach to save money, while
others will prefer a flat-rate subscription to ensure predictable monthly or yearly costs.
Using a cloud computing environment generally requires you to send data over the
Internet and store it on a third-party system. The privacy and security risks associated
with this model must be weighed against alternatives.
Cloud Computing is in its simplest form an image for the Internet and the process of
delivering applications and services through it. Cloud computing within this image there
are a number of services that are delivered via the Internet as shown in Fig.1.13.
“The cloud service models are Software as a Service (SaaS), Platform
as a Service' (PaaS) and Infrastructure as a Service (IaaS).”
Fig. 1.13. Cloud Service Models.
1. Software as a Service (SaaS). The capability provided to the consumer is to use the
provider’s applications running on a cloud infrastructure.
2. Platform as a Service (PaaS). The capability provided to the consumer is to deploy
onto the cloud infrastructure consumer-created or acquired applications created using
programming languages, libraries, services, and tools supported by the provider.
3. Infrastructure as a Service (IaaS). The capability provided to the consumer is to
provision processing, storage, networks, and other fundamental computing resources
where the consumer is able to deploy and run arbitrary software, which can include
operating systems and applications.
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1.9. CLOUD AND DYNAMIC INFRASTRUCTURE
Cloud computing represents not a revolution but an evolution of existing enterprise
computing architectures dating back to the first instance of networked computing. The
difference is that today there are vast advances in virtualization in nearly every aspect
of the data center. There has also been an emergence of a dynamic understanding and
need to control what, how, and when the cloud provides services to the consumers of
those services.
“This cloud dynamic paradigm must be able to intercept application
and data traffic, interpret the current context, and instruct the cloud
infrastructure on how to most efficiently deliver the request. These
requirements include scalability, adaptability, extensibility, and
manageability.”
Now the question that remains however what is does this new dynamic computing
architecture look like and what is required above and beyond the standard tools we have
today to qualify as a “cloud”? An important strategic consideration is the integration of
all the pieces of the infrastructure to create the cloud.
This includes everything from the bare metal to the users to all of the elements in between.
In addition there are different ways to view the interaction of various operations within
the architecture depending on your role. The cloud computing architecture is built upon
several functional component blocks. For example compute resources or deployment
environments which are organized into specific layers of a pyramid as shown in the
Fig.1.14. The width of these layers represents the depth of technical expertise required
to build or deploy that layer.
Fig. 1.14. Cloud architecture.
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The pyramid layers are in the notions of Infrastructure as a Service (IaaS), Platform as
a Service (PaaS), and Software as a Service (SaaS). At the apex of the pyramid are
users accessing the applications in the center is a dynamic control plane that traverses
all others and provides real-time connectivity, information coordination, and flow control
between the layers. In order to maximize the value of cloud architecture each component
must exist in some state or another. For example dynamic control plane elements are a
requirement at every layer of the cloud architecture in order for cloud environments to
be operationally efficient and on demand.
1.9.1. Designing the Cloud
In cloud computing all computing resources that we get are services, such as Infrastructure
as a Service (IaaS), Platform as a Service (PaaS), Software as a Service (SaaS) etc.
Design for cloud can also be defined as breaking the application related components in
such a way that it can be delivered as service, that is what we see in the Fig.1.15.
Before architecting an application we should analyze the term Service Oriented
Architecture (SOA).
“Designing for cloud is really talks about effectively utilizing computing
resources through Internet.”
Fig. 1.15. Designing a Cloud.
If we do not know how to use SOA effectively we end up in loss wasting more money
for the computing resources which are not effectively used, also we face problems in
scaling up and down. If we design your application architecture, more relied on SOA
then it proves to be the good design for cloud, but also we should consider about good
coding techniques, otherwise we screw up all things.
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1.9.2. Dynamic Control Plane
Traditional traffic and computing systems often break processing into two components:
the data plane and the control plane.
1. Data plane. The data plane is concerned with the basic process of getting data be it
input from a system requests from users and returning data output, files, or responses.
The data plane is the basic connectivity that handles traffic flow to and from destinations.
2. Control plane. The control plane is more concerned with managing that data in
response to context and policy. It changes the “how” of the data plane.
The core idea of cloud architecture is to connect users who might be mobile and moving
between LANs, WLANs, Internet connections and services to the applications they
consume. Which can also move between cloud centers based on different needs of the
business? As hardware resources and servers are decommissioned, as applications are
moved from development to production, as entire applications are moved from the internal
data center to a cloud provider the cloud architecture requires a dynamic control plane
that monitors the data and ensures that it is constantly connected in the best possible
manner. The dynamic control pane must be able to Intercept traffic as it traverses the
cloud, Interpret the data, and instruct the cloud architecture on how to efficiently connect
the user to the appropriate application instance.
(a) Intercept traffic. The dynamic control plane, must be in a position to have visibility
to all traffic between the user and the application and across the entire cloud
platform. Without the ability to intercept traffic and data requests, the dynamic
control plane cannot appropriately do any of the other things it needs to do. Not
only must it be able to see the actual flow it must also be able to intercept the
metadata or context of the traffic. The dynamic control plane must have the
visibility into the data plane and all components that operate within the data plane.
(b) Interpret the data. The information about data and application flow is not enough.
The dynamic control plane must have the ability to understand the elements of
context in relation to the individual request, business policy, and other application
and cloud traffic. The dynamic control plane must constantly evaluate the context
and policy to make intelligent decisions at any given movement.
(c) Instruct the cloud architecture. Once the dynamic control plane has all the
available information and analyzed the context it must instruct the architecture on
how best to connect the two endpoints. The dynamic control plane must also
communicate with the infrastructure the data plane to change the current delivery
model to meet the needs identified. This might require sending requests to the a
new instance of the application or to a new data center, changing compression
and encryption settings, or even instructing other components in the architecture
to create or destroy resources necessary to delivering that application or data. It
might also be necessary for the dynamic control plane to simply deny access
based on the policies and context at any given movement.
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1.9.3. Cloud Architecture: Utility Computing — IaaS
Built from core components that include compute resources and management resources,
the base layer of the cloud architecture requires the most technical competence to build
and deploy. This is the very foundation upon which a cloud is built is made up of the
components most often supplied by vendors who provide IaaS solutions to their customers
as shown in Fig.1.16.
Fig. 1.16. IaaS and cloud architecture.
“Infrastructure as a Service (IaaS) is a cloud computing model based
on the premise that the entire infrastructure is deployed in an on-demand
model. This almost always takes the form of a virtualized infrastructure
and infrastructure services that enables the customer to deploy virtual
machines as components that are managed through a console.”
The physical resources servers, storage, and network are maintained by the cloud provider
while the infrastructure deployed on top of those components is managed by the user. In
this layer of the architecture each component is responsible for providing actionable
data to the other components and performing specific tasks to successfully execute an
auto-provisioning or decommissioning scenario. IaaS is often considered utility computing
because it treats compute resources much like utilities such as electricity are treated.
When the demand for capacity increases, more computing resources are provided by
the provider. As demand for capacity decreases the amount of computing resources
available decreases appropriately. This enables the on-demand as well as the “pay-peruse” properties of cloud architecture. There the two component of IaaS :
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(i) Compute resources. Compute resources are one of the most basic components of
the cloud bare metal resources such as CPU, memory, and disk that ultimately power
applications built within the cloud. This might be a hosting service provider with hundreds
or thousands of installed server systems waiting to be used by subscribers.
(ii) Manage resources. Manage resources are the components required to turn bare
metal into usable server platforms with the appropriate CPU, memory, and disk resources
necessary to support the applications that will be built upon them. Manage resources are
also responsible for continuing to monitor the resource needs and ensuring that the
application receives all the compute resources it needs and moving the application or
finding additional resources. This component is most often synonymous with virtual
machine management or software provisioning systems which can take the bare metal
and apply operating systems, patches, and application logic and apply higher-level network
connectivity such as IP addressing and more.
1.9.4. Cloud Architecture: Framework Computing — PaaS
Many applications are built on software platforms that run on top of infrastructure services.
These platforms can be environments such as Oracle or ASP.NET and provide a
convenient way for businesses to build custom applications without worrying about the
details that lay beneath the platforms. While many platforms are based on standards for
example Java EE others are proprietary in nature including Google AppEngine and
architecture frameworks developed and deployed by enterprise architects.
“Platform as a Service (PaaS) is a cloud computing model in which a
specific development and deployment platform for example, Java EE,
IBM WebSphere, Oracle, Google Apps, .NET, BizTalk is the basis for
deployment. These clouds are proprietary in the sense that only
applications developed for the specific platform can be deployed in the
cloud.”
PaaS is a kind of framework computing in that the platform provided is the core
framework in which applications are specifically developed. These applications will not
run on any other platform, and often include platform-specific extensions or services,
such as Amazon’s SimpleDB that cannot be ported to other environments. The concept
of framework computing comes from architectures in which a layer of capabilities and
services are provided that abstract developers from the underlying details. This approach
leads to more rapid development and deployment of applications as shown in Fig.1.17.
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Fig. 1.17. PaaS and cloud architecture.
(i) Development environment. All platforms require a development environment in
which the applications are designed, built, tested, and validated outside of the production
environment. These development environments can be traditional integrated development
environments (IDE) that are configured to deploy to resources within a PaaS environment
or they can be integrated directly as part of the PaaS offering. Microsoft Visual Studioderived environments are as capable of connecting to internal as external instances of
Microsoft-specific platform, thus enabling offline development of applications to be
deployed in a PaaS environment. Increasingly, less standard and more proprietary offerings
those that are wholly dependent on resources that exist only in the PaaS environment
such as Salesforce.com’s Force.com provide a PaaS-hosted development environment
through which developers can build, test, and deploy their solutions.
(ii) Deployment environment. A second component required is to deploy the application
into production once it is ready to be consumed by the end users. This ability is essentially
the run-time environment in which the applications are deployed. The difference between
the PaaS run-time environment and that of hosted or even traditional enterprise deployed
platforms is the expectation of on-demand scalability associated with PaaS that does not
exist in other incarnations. This on-demand scalability can result from deploying the
environment on a generic IaaS, or from specifically building out and connecting the
required development, deployment, and dynamic control plane. The latter results in the
creation of a platform-specific IaaS, with the required components arranged specifically
to provision and decommission resources based on the unique needs of the deployment
environment.
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1.9.5. Cloud Architecture : Business Computing — SaaS
At the top of the pyramid is general business computing as shown in Fig.1.18. This is
where many business organizations find themselves with the ability to identify a business
need but without the ability to build an application or the infrastructure upon which it
runs. Instead of relying on an internal IT organization to build and deploy infrastructure
and platforms, business stakeholders simply select an application and run it. Most
organizations choose this option because the capital operating expenses and hours required
to implement standardized applications are not financially feasible, not an efficient use of
IT resources simply beyond the capabilities of the organization.
“Software as a Service (SaaS) is a cloud computing model in which prebuilt applications such as CRM, SFA, word processing, spreadsheets,
and HRM are offered to customers via a web browser or other local
interface such as a mobile device application.”
These applications are generally customizable though the customer need not be concerned
with the underlying infrastructure or the development platform or the actual
implementation.
Fig. 1.18. SaaS and Cloud Architecture.
Applications are the only component here. Whether the application is the result of building
utility computing, followed by a platform, or it is simply an application deployed on a
server, this is what users interact with. Users do not care how it was built, where it
resides, or the compute resources required to deliver it. They simply expect it to be
available when they want it, responsive and well-performing enough to be useful, and
expect it to be secure regardless of where, when, and how they access it.
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1.10. ADVANTAGES AND DISADVANTAGES OF CLOUD
COMPUTING
Cloud computing offers numerous advantages both to end users and businesses of all
sizes. The obvious huge advantage is that we no more have to support the infrastructure
or have the knowledge necessary to develop and maintain the infrastructure, development
environment or application, as were things up until recently.
“The burden has been lifted and someone else is taking care of all that.
Businesses are now able to focus on their core business by outsourcing
all the hassle of IT infrastructure. Some of the most important advantages
of cloud computing and discuss them in more detail. Those will include
both a company’s and an end-user’s perspective.”
1. Cost efficiency. This is the biggest advantage of cloud computing, achieved by the
elimination of the investment in stand-alone software or servers. By leveraging cloud’s
capabilities, companies can save on licensing fees and at the same time eliminate overhead
charges such as the cost of data storage, software updates, management etc. The cloud
is in general available at much cheaper rates than traditional approaches and can
significantly lower the overall IT expenses. At the same time, convenient and scalable
charging models have emerged (such as one-time-payment and pay-as-you-go), making
the cloud even more attractive.
2. Convenience and continuous availability. Public clouds offer services that are
available wherever the end user might be located. This approach enables easy access to
information and accommodates the needs of users in different time zones and geographic
locations. As a side benefit, collaboration booms since it is now easier than ever to
access, view and modify shared documents and files.
3. Increased storage capacity. The cloud can accommodate and store much more
data compared to a personal computer and in a way offers almost unlimited storage
capacity. It eliminates worries about running out of storage space and at the same time
It spares businesses the need to upgrade their computer hardware, further reducing the
overall IT cost.
4. Backup and recovery. The process of backing up and recovering data is simplified
since those now reside on the cloud and not on a physical device. The various cloud
providers offer reliable and flexible backup/recovery solutions. In some cases, the cloud
itself is used solely as a backup repository of the data located in local computers.
5. Cloud is environmentally friendly. The cloud is in general more efficient than the
typical IT infrastructure and It takes fewer resources to compute, thus saving energy.
For example, when servers are not used, the infrastructure normally scales down, freeing
up resources and consuming less power. At any moment, only the resources that are
truly needed are consumed by the system.
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6. Resiliency and redundancy. A cloud deployment is usually built on a robust
architecture thus providing resiliency and redundancy to its users. The cloud offers
automatic failover between hardware platforms out of the box, while disaster recovery
services are also often included.
7. Scalability and performance. Quick deployment and ease of integration. A cloud
system can be up and running in a very short period, making quick deployment a key
benefit. On the same aspect, the introduction of a new user in the system happens
instantaneously, eliminating waiting periods.
8. Device diversity and location independence. Cloud computing services can be
accessed via a plethora of electronic devices that are able to have access to the internet.
These devices include not only the traditional PCs, but also smartphones, tablets etc.
With the cloud, the “Bring your own device” (BYOD) policy can be easily adopted,
permitting employees to bring personally owned mobile devices to their workplace.
Disadvantages of cloud computing :
The disadvantages of cloud computing are as following :
“As made cloud computing is a tool that offers enormous benefits to its
adopters. However being a tool it also comes with its set of problems and
inefficiencies.”
1. Security issues. How safe is your data ? Cloud computing means Internet computing.
So we should not be using cloud computing applications that involve using or storing data
that we are not comfortable having on the Internet. That being said, established, reliable
cloud computing vendors will have the latest, most sophisticated data security systems
possible as they want your business and realize that data security is a big concern.
2. Dependency. One of the major disadvantages of cloud computing is the implicit
dependency on the provider. This is what the industry calls vendor lock-in since it is
difficult, and sometimes impossible, to migrate from a provider once we have rolled with
him. If a user wishes to switch to some other provider, then it can be really painful and
cumbersome to transfer huge data from the old provider to the new one. This is another
reason why we should carefully and thoroughly contemplate all options when picking a
vendor.
3. Technical difficulties and downtime. Certainly the smaller business will enjoy not
having to deal with the daily technical issues and will prefer handing those to an established
IT company, however we should keep in mind that all systems might face dysfunctions
from time to time. Outage and downtime is possible even to the best cloud service
providers, as the past has shown.
4. Limited control. Since the applications and services run on remote, third party
virtual environments, companies and users have limited control over the function and
execution of the hardware and software. Moreover, since remote software is being
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used, it usually lacks the features of an application running locally.
5. Inflexibility. Be careful when we are choosing a cloud computing vendor that we
are not locking your business into using their proprietary applications or formats. We can
not insert a document created in another application into a Google Doc spreadsheet, for
instance. Also make sure that we can add and subtract cloud computing users as necessary
as your business grows or contracts.
6. Increased weakness. Related to the security and privacy mentioned before, note
that cloud based solutions are exposed on the public internet and are thus a more vulnerable
target for malicious users and hackers. Nothing on the Internet is completely secure and
even the biggest players suffer from serious attacks and security breaches. Due to the
interdependency of the system, If there is a compromise one of the machines that data
is stored, there might be a leakage of personal information to the world.
1.11. CLOUD ADOPTION AND RUDIMENTS
The cloud services should now be given consideration by any and every organization as
per the trend 2012 and USA cloud adoption. It is an increasing trend in terms of both
competence and coverage. Cloud adoption statistics show 7 percent of small companies
and 17 percent of mid-sized companies showing some kind of cloud activity in early
2010 which quickly doubled just 18 months later to 13 percent and 36 percent respectively
as shown in Fig. 1.19.
Fig. 1.19. Cloud Adoption : Small and Medium Size Companies.
The benefits of adopting an outsourced cloud running applications and storing data on a
managed data center’s servers for small to mid-sized businesses. The five top most
businesses to be benefited from this adoption as shown in Fig. 1.20 are IT and technology,
Education, Manufacturing, Business and professional services and Government.
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Fig. 1.20. Benefited from Cloud Adoption.
1. IT and technology. The higher levels of security trust your IT services by an
experienced vendor. They can provide a greater level of service to support a more
complex IT infrastructure due to the amount of capital invested in new technology and
facilities. Small and mid-sized businesses likely do not have the budget or time to build or
support in-house IT.
2. Education. Cloud applications will increase the efficiency of educational system
nation wide or statewide through the latest technologies which are also made available
to the less privileged education centers not merely the top institutions. Geographical
location would no longer be a barrier in the class attendance. This not only enhances the
knowledge sharing but also fortifies the team collaboration.
3. Manufacturing. Manufacturers take the cloud applications as the most important
tool for the IT advancement in the future. It allows the IT manufacturers to avoid the
technical as well as business issues that would otherwise have taken place in their own
data centers. This also allows them to pay for the utilized services hence becoming a
cost effective solution. In cloud computing, the huge remote internet servers are accessed
by the manufacturers just the same way as their own.
4. Business and professional services. The manufacturers are now able to be
virtually present at every location in the world through employing three major components
namely, Infrastructure as a Service (IaaS), Platform as a Service (PaaS) and Software
as a Service (SaaS). This enables the manufacturers to explore business opportunities
globally and link with the IT infrastructure.
Cloud computing can possibly provide the travel and hospitality companies with many
convenient solutions in this competitive world. Without any paper expense, it allows
people to book the desired flights for travelling, reserve places for accommodation and
not only that but also make online payments through the companies accounts system.
The customers will not have to connect to the airlines and travel service individually as
all of that can be dealt through single transaction system. Apart from the other services,
cloud computing can potentially perk up the huge and portioned health industry. This
industry comprises of patients, insurance companies, hospitals, laboratories and physicians.
The cloud benefits the health industry in innumerable ways. Better quality patient data
updates, easier updates, better communication with the patients, higher consumer lifestyle
choices and more appropriate choice of following the specified courses of patients
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treatments are some of the benefits gained through cloud computing.
5. Government. Scalable, on-demand cloud computing services can help government
organizations focus on mission-critical objectives, while helping to reduce IT costs.
The benefits of employing cloud computing and cloud applications are uncountable.
There is no way the industries would not employ it to maximize their benefits and profits.
However, the organizations and the institutions need to select the right solutions to get
benefited from cloud computing.
SOLVED QUESTIONS
Q. 1. What is cloud computing ?
Ans. Cloud computing is the delivery of computing services over the Internet. Whether
they realize it or not many people use cloud computing services for their own personal
needs. For example, many people use social networking sites or webmail, and these are
cloud services. Photographs that people once kept on their own computers are now
being stored on servers owned by third parties. These are also examples of cloud services.
Cloud services are popular because people can access their e-mail, social networking
site or photo service from anywhere in the world, at any time, at minimal or no charge.
Some cloud providers may however use the personal information of users for advertising
purposes or to learn more about the users for other reasons.
Q. 2. Can cloud computing affect privacy ?
Ans. When it comes to cloud computing, the security and privacy of personal information
is extremely important. Given that personal information is being turned over to another
organization, often in another country, it is vital to ensure that the information is safe and
that only the people who need to access it are able to do so.
There is the risk that personal information sent to a cloud provider might be kept indefinitely
or used for other purposes. Such information could also be accessed by government
agencies, domestic or foreign. For businesses that are considering using a cloud service,
it is important to understand the security and privacy policies and practices of the provider.
The terms of service that govern the relationship with the provider sometimes allow for
rather liberal usage and retention practices.
Q. 3. Why are organizations interested in cloud computing ?
Ans. Cloud computing can significantly reduce the cost and complexity of owning and
operating computers and networks. If an organization uses a cloud provider, it does not
need to spend money on information technology infrastructure, or buy hardware or
software licences. Cloud services can often be customized and flexible to use, and
providers can offer advanced services that an individual company might not have the
money or expertise to develop.
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Q. 4. Cloud computing may improve privacy protection. Is this true ?
Ans. For businesses that are considering using a cloud service, cloud computing could
offer better protection of personal information compared with current security and privacy
practices. Through economies of scale, large cloud providers may be able to use better
security technologies than individuals or small companies can and have better backup
and disaster-recovery capabilities. Cloud providers may also be motivated to build privacy
protections into new technology, and to support better audit trails.
On the other hand, while cloud computing may not increase the risk that personal
information will be misused or improperly exposed, it could increase the scale of exposure.
The aggregation of data in a cloud provider can make that data very attractive to cyber
criminals, for example. Moreover, given how inexpensive it is to keep data in the cloud,
there may be a tendency to retain it indefinitely, thereby increasing the risk of breaches.
Q. 5.
What are the properties of Cloud Computing ?
Ans. There are six key properties of cloud computing.
(a) User-centric
(b) Task-centric
(c) Powerful
(d) Accessible
(e) Intelligent
(f) Programmable
Q. 6.
What is the working principle of Cloud Computing ?
Ans. The cloud is a collection of computers and servers that are publicly accessible via
the Internet. This hardware is typically owned and operated by a third party on a
consolidated basis in one or more data center locations. The machines can run any
combination of operating systems.
Q. 7.
Define Cloud services with example.
Ans. Any web-based application or service offered via cloud computing is called a
cloud service. Cloud services can include anything from calendar and contact applications
to word processing and presentations.
Q. 8. What is the vision of cloud computing ?
Ans. “Consumers will be able to access applications and data from a “Cloud” anywhere
in the world on demand. The consumers are assured that the Cloud infrastructure is
very robust and will always be available at any time. Computing services need to be
highly reliable, scalable, and autonomic to support ubiquitous access, dynamic discovery
and computability.” The vision of cloud computing are :
(a) Service provisioning model. This vision of the computing utility based on the
service provisioning model anticipates the massive transformation of the entire
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computing industry in the 21st century whereby computing services will be readily
available on demand, like other utility services available in today’s society.
(b) Computer utilities. It enables individual computers to communicate with any
other computers located elsewhere in the world. This internetworking of standalone
computers provide potential of utilizing endless amount of distributed computing
resources owned by various owners.
(c) Grid computing. Grid computing enables the sharing, selection, and aggregation
of a wide variety of physically distributed resources including supercomputers,
storage systems, data sources, and specialized devices owned by different
organizations for solving large scale resource intensive problems in science,
engineering, and commerce.
(d) Peer-to-Peer computing. The Peer-to-Peer (P2P) computing allows peer nodes
(computers) to share content directly with one another in a decentralized manner.
(e) Service computing. A service computing focuses on the linkage between business
processes and IT services so that business processes can be seamlessly automated
using IT services.
(f) Market-oriented computing. It views computing resources in economic terms
such that resource users will need to pay resource providers for utilizing the
computing resources.
(g) Virtualized compute and storage technologies. Today the latest paradigm to
emerge is that of Cloud computing which promises reliable services delivered
through next-generation data centers that are built on virtualized compute and
storage technologies.
Q. 9. What are the major characteristics of cloud computing as per NIST ?
Ans. Cloud computing has a variety of characteristics, with the main ones being described
by NIST are as following :
(a) On-demand self-service. A consumer can unilaterally provision computing
capabilities, such as server time and network storage, as needed automatically
without requiring human interaction with each service provider.
(b) Broad network access. The capabilities are available over the network and
accessed through standard mechanisms that promote use by heterogeneous thin
or thick client platforms (e.g., mobile phones, tablets, laptops, and workstations).
(c) Resource pooling. The provider’s computing resources are pooled to serve
multiple consumers using a multi-tenant model, with different physical and virtual
resources dynamically assigned and reassigned according to consumer demand.
(d) Rapid elasticity. The capabilities can be elastically provisioned and released, in
some cases automatically, to scale rapidly outward and inward commensurate
with demand.
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(e) Measured service. Cloud systems automatically control and optimize resource
use by leveraging a metering capability at some level of abstraction appropriate to
the type of service e.g., storage, processing, bandwidth, and active user account.
Q. 10. Why is Cloud computing important ?
Ans. There are many implications of cloud technology, for both developers and end
users. For developers, cloud computing provides increased amounts of storage and
processing power to run the applications they develop. Cloud computing also enables
new ways to access information, process and analyze data, and connect people and
resources from any location anywhere in the world.
For users, documents hosted in the cloud always exist, no matter what happens to the
user’s machine. Users from around the world can collaborate on the same documents,
applications, and projects, in real time. And cloud computing does all this at lower costs,
because the cloud enables more efficient sharing of resources than does traditional
network computing.
Q. 11. What are the advantages and disadvantages of Cloud Computing ?
Ans. The advantages and disadvantages of cloud computing are as follow as :
Advantages :
1. Lower-cost computers for users
2. Improved performance
3. Lowers the infrastructure costs
4. Fewer maintenance issues
5. Lower software costs
6. Instant software updates
7. Increased computing power
8. Unlimited storage capacity
9. Increased data safety
10. Improved compatibility between operating systems
11. Improved document format compatibility
12. Easier group collaboration
13. Universal access to documents
14. Latest version availability
15. Removes the tether to specific devices
Disadvantages :
1. Requires a constant internet connection
2. Does not work well with low-speed connections
3. Can be slow
4. Features might be limited
5. Stored data might not be secure
6. If the cloud loses your data you are screwed
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Q. 12. Who get benefits from cloud computing ?
Ans. The following get benefits :
(a) Collaborators
(b) Road warriors
(c) Cost-conscious users
(d) Cost-conscious
(e) IT departments
(f) Users with increasing needs
Q.
13. List the companies who offer cloud service development.
Ans. The companies who offer cloud service are :
(a)
(b)
(c)
(d)
Amazon
Google App Engine
IBM
Salesforce.com
Q. 14. Explain the cloud computing deployment model.
Ans. The National Institute of Standards and Technology (NIST) is emerging as the
preferred provider of the real definition of cloud computing and the distribution models.
To deploy cloud computing, the US National Institute of Standards and Technology
(NIST) listed 4 models.
(i) Private cloud. A cloud infrastructure is operated only for a single organization. In
other words the proprietary network or the data center supplies hosted services to a
certain group of people.
(ii) Community cloud. The cloud infrastructure is shared by several organizations with
common concerns like mission, security requirements, policy, compliance considerations,
etc is known as community cloud.
(iii) Public cloud. The cloud infrastructure is provisioned for open use by the general
public. It may be owned, managed, and operated by a business, academic, or government
organization, or some combination of them. It exists on the premises of the cloud provider.
(iv) Hybrid cloud. The cloud infrastructure is a composition of two or more distinct
cloud infrastructures such as private, community, or public that remain unique entities,
but are bound together by standardized or proprietary technology that enables data and
application portability e.g., cloud bursting for load balancing between clouds.
Q. 15. What is cloud computing reference model ?
Ans. An overview of the NIST cloud computing reference architecture, which identifies
the major performer/Actor their activities and functions in cloud computing. It represents
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a generic high-level architecture and is intended to facilitate the understanding of the
requirements, uses, characteristics and standards of cloud computing. The NIST cloud
computing reference architecture defines five major performers. Each performer is an
entity may be a person or an organization that participates in a transaction or process
and/or performs tasks in cloud computing. The briefly lists of the actors / performers
defined in the NIST cloud computing reference architecture in Table 1.2. The general
activities of the actors are discussed.
Table 1.2. The Actors/performers in Cloud Computing.
Actor
Definition
Cloud Consumer
A person or organization that maintains a business relationship
with, and uses service from, cloud providers.
Cloud Provider
A person, organization, or entity responsible for making a
available service to interested parties.
Cloud Auditor
A party that can conduct independent assessment of cloud
services, information system operations, performance and
security of the cloud implementation.
Cloud Broker
An entity that manages the use, performance and delivery of
cloud services, and negotiates relationship between cloud
providers and cloud consumers.
Cloud Carrier
An intermediary that provides connectivity and transport of
cloud services from cloud providers to cloud consumers.
A cloud consumer may request cloud services from a cloud provider directly or via a
cloud broker. A cloud auditor conducts independent audits and may contact the others to
collect necessary information.
Q. 16. What are the features of robust cloud development ? Who it offers ?
Ans. The features of robust cloud development are :
(a)
(b)
(c)
(d)
(e)
Dynamic web serving
Full support for all common web technologies
Persistent storage with queries, sorting, and transactions
Automatic scaling and load balancing
APIs for authenticating users and sending email using Google Accounts.
Q. 17.
Define the term web service with example.
Ans. A web service is an application that operates over a network typically, over the
Internet. Most typically, a web service is an API that can be accessed over the Internet.
The service is then executed on a remote system that hosts the requested services.
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A good example of web services are the “mashups” created by users of the Google
Maps API. With these custom apps, the data that feeds the map is provided by the
developer, where the engine that creates the map itself is provided by Google.
Q. 18.
Describe the cloud computing environments.
Ans. Cloud computing aims to power the next generation data centers and enables
application service providers to lease data center capabilities for deploying applications
depending on user QoS (Quality of Service) requirements. Cloud applications environment
have different: composition, configuration, and Deployment requirements. Quantifying
the performance of resource allocation policies and application scheduling algorithms at
finer details in Cloud computing environments for different application and service models
under :
(a) Varying load
(b) Energy performance (power consumption, heat dissipation) and
(c) System size is a challenging problem to tackle.
To simplify this process, an extensible simulation toolkit that enables modeling and
simulation of Cloud computing environments are used. The toolkit supports modeling
and creation of one or more virtual machines (VMs) on a simulated node of a Data
Center, jobs, and their mapping to suitable VMs. It also allows simulation of multiple
Data Centers to enable a study on federation and associated policies for migration of
VMs for reliability and automatic scaling of applications.
Q.
19. Explain the different cloud services requirements.
Ans. Cloud computing consists of hardware and software resources made available on
the Internet as managed third-party services. Examples of cloud computing services
include :
1. Virtual IT. It configures and utilizes remote, third-party servers as extensions to a
company’s local IT network
2. Software. They utilizes commercial software applications, or develop and remotely
host custom built applications
3. Network storage. The back up or archive data across the Internet to a provider
without needing to know the physical location of storage.
Cloud computing systems all generally are designed for scalability to support large numbers
of customers and surges in demand. Service providers are responsible for installing and
maintaining core technology within the cloud. Some customers prefer this model because
it limits their own manageability burden. However, customers cannot directly control
system stability in this model and are highly dependent on the provider instead.
Q. 20. Explain the different
cloud service models.
Ans. Cloud Computing is in its simplest form, an image for the Internet and the process
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of delivering applications and services through it. Cloud computing within this image
there are a number of services that are delivered via the Internet. These include Software
as a Service (SaaS), Platform as a Service (PaaS), and Infrastructure as a Service
(IaaS).
(a) Software as a Service (SaaS). The capability provided to the consumer is to use
the provider's applications running on a cloud infrastructure.
(b) Platform as a Service (PaaS). The capability provided to the consumer is to
deploy onto the cloud infrastructure consumer-created or acquired applications
created using programming languages, libraries, services, and tools supported by
the provider.
(c) Infrastructure as a Service (IaaS). The capability provided to the consumer is
to provision processing, storage, networks, and other fundamental computing
resources where the consumer is able to deploy and run arbitrary software, which
can include operating systems and applications.
Q. 21. What are the issues in web based applications ?
Ans. The issues in web based applications are:
(a) Technical issues
(c) Internet issues
(e) Compatibility issues
(b) Business model issues
(d) Security issues
(f) Social issues
Q. 22. Explain cloud and dynamic infrastructure of cloud computing.
Ans. The new dynamic paradigm must be able to intercept application and data traffic,
interpret the current context, and instruct the cloud infrastructure on how to most efficiently
deliver the request. These requirements include scalability, adaptability, extensibility, and
manageability. The pyramid layers are in the notions of Infrastructure as a Service
(IaaS), Platform as a Service (PaaS), and Software as a Service (SaaS). At the apex of
the pyramid are users accessing the applications in the center is a dynamic control plane
that traverses all others and provides real-time connectivity, information coordination,
and flow control between the layers.
(a) Cloud architecture - Utility Computing -IaaS. Built from core components
that include compute resources and management resources, the base layer of the
cloud architecture requires the most technical competence to build and deploy.
This is the very foundation upon which a cloud is built is made up of the components
most often supplied by vendors who provide IaaS solutions to their customers
(b) Cloud architecture - Framework Computing- PaaS. Many applications are
built on software platforms that run on top of infrastructure services. These
platforms can be environments such as Oracle or ASP.NET and provide a
convenient way for businesses to build custom applications without worrying about
the details that lay beneath the platforms.
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(c) Cloud architecture - Business Computing- SaaS. At the top of the pyramid is
general business computing. This is where many business organizations find
themselves with the ability to identify a business need but without the ability to
build an application or the infrastructure upon which it runs.
Q. 23. Explain the benefits of cloud adoption and rudiments.
Ans. The top most businesses to be benefited from this adoption are IT and technology,
Education, Manufacturing, Business and professional services.
(a) IT and technology. The higher levels of security trust your IT services by an
experienced vendor. They can provide a greater level of service to support a more
complex IT infrastructure due to the amount of capital invested in new technology
and facilities.
(b) Education. Geographical location would no longer be a barrier in the class
attendance. This not only enhances the knowledge sharing but also fortifies the
team collaboration.
(c) Manufacturing. It allows the IT manufacturers to avoid the technical as well as
business issues that would otherwise have taken place in their own data centers.
(d) Business and professional services. The manufacturers are now able to be
virtually present at every location in the world through employing three major
components namely; Infrastructure as a Service (IaaS), Platform as a Service
(PaaS) and Software as a Service (SaaS).
UNSOLVED QUESTIONS
1. Define cloud computing. How it affect privacy ?
2. Explain with examples about cloud services.
3. Short notes on
(a) Vision of cloud computing
(b) Working principles of cloud computing
4. Describe advantages and disadvantages of cloud computing.
5. Explain cloud computing reference model.
6. Write short notes on :
(a) Robust cloud development
(b) Web service
7. What do you understand by cloud computing environment ?
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