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OVERVIEW 2110414 Large Scale Computing Systems Natawut Nupairoj, - - PowerPoint PPT Presentation

2110414 - Large Scale Computing Systems 1 CLOUD COMPUTING OVERVIEW 2110414 Large Scale Computing Systems Natawut Nupairoj, Ph.D. Outline 2 Overview Cloud Approaches Real-World Case Study 2110414 - Large Scale Computing Systems


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CLOUD COMPUTING OVERVIEW

2110414 Large Scale Computing Systems Natawut Nupairoj, Ph.D.

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Outline

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 Overview  Cloud Approaches  Real-World Case Study

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Overview

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What is Cloud Computing?

 Various definitions

 Wikipedia

 Web-based processing, whereby shared resources, software,

and information are provided to computers and other devices (such as smartphones) on demand over the Internet

 Gartner

 a style of computing in which massively scalable IT-related

capabilities are provided 'as a service' using Internet technologies to multiple external customers

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Common Understanding about Cloud Computing

 Web-enabled services

(software/platform/infrastructure)

 Remote datacenter  Shared resources via virtualization  Outsource maintenance tasks to the hosting

  • rganizations

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(Good Luck) Defining Cloud Computing

 Software-as-a-Service  “My customer resource management (CRM)

system is out on the Internet!”

 Grids vs. Clouds  Shared Virtual Resources  Batch Jobs vs. Online Applications  Different Approaches to State Management  Network Diagrams  A service is “on a cloud somewhere”  Virtualization Platforms & APIs  Hardware can be manipulated with software

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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Grid Cloud Underlying concept Utility Computing Utility Computing Main benefit Solve computationally complex problems Provide a scalable standard environment for network-centric application development, testing and deployment Resource distribution / allocation Negotiate and manage resource sharing; schedulers Simple user <-> provider model; pay-per-use Domains Multiple domains Single domain Character / history Non-commercial, publicly funded Commercial

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Grid vs. Cloud

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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Evolution of Cloud Architecture

 Stand-Alone  Client-Server  Web-Based Application  ASP  Cloud Computing

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A Brief History

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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Amazon EC2 (August 2006) Google App Engine (April 2008) Microsoft Azure (Oct 2008) Facebook Platform (May 2007) Amazon S3 (March 2006) Salesforce AppExchange (March 2006)

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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Example: Amazon EC2

 Elastic Cloud Computing  virtual servers for rent  called Amazon Machine

Images (AMIs)

 based on Xen  priced on per hour from

$0.10 to $1

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Source: K. Gan and L. McMurray, “Beginner’s Guide to Cloud Computing and the Good & Bad for Developers”

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Amazon EC2 Management Console

12 Source: iphp, “Get your own cloud server running in 15 minutes”, http://www.webdigi.co.uk/blog/2009/get_your_own_cloud_server_running_in_15_minutes/

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Amazon EC2 Launch Wizard

13 Source: iphp, “Get your own cloud server running in 15 minutes”, http://www.webdigi.co.uk/blog/2009/get_your_own_cloud_server_running_in_15_minutes/

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Example: Google Apps

 Web based office applications

and collaboration

 Provide API for further

customization and information accessing

 Application API  Authentication API  Etc.  Google Gears for offline

  • perations

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Example: Salesforce.com

 Provide web-based CRM

applications

 Customers just sign-up and do not

have to maintain any infrastructure

 Currently have more than 80,000

customers (over 2,100,000 subscribers)

 Pricing from $5/user/month to

$250/user/month

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Human Capital Management Customer Service Sales & Marketing Development Finance IT Infrastructure Compliance and Risk

Workday HCMD Salary.com Salary Manager Performance Management Time-off Manager Volunteer tracking ADP Payroll iemployee Time Tracking Coupa Procure to Pay Concur T&E Manager Manhattan Space & Lease Management Contract Management SFA Marketing Click to dial (CTI Integrations) Event Management Opportunity to Quote Quote to cash Sales Compensation Checkout E- commerce Live Chat (Google) Salesforce Customer Service Salesforce Content Salesforce Ideas Plateau Learning Management Professional Services Management IT Infrastructure Support Portfolio Management Compliance IT Help Desk LiveOps Asset Management Intranet Google Apps Development Domain Program and Resource Management Agile Scrum and Bug Management QA Test Director Compliance/Ri sk Domain Audit Controls Management

Salesforce.com CRM Functions

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Benefits of Cloud Computing

 No Capital Expenditure (CapEx)  Pay as you go  Pay only for what you need  Elastic Capacity  Faster time to market  Focus on your business

19 Source: S. Brunozzi, “2010 architecting for the cloud”, http://www.slideshare.net/simone.brunozzi/2010-architecting-for-the-cloud-4719195, 2010

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Benefits of Cloud Computing

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Source: S. Brunozzi, “2010 architecting for the cloud”, http://www.slideshare.net/simone.brunozzi/2010-architecting-for-the-cloud-4719195, 2010

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Benefits of Cloud Computing

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Source: S. Brunozzi, “2010 architecting for the cloud”, http://www.slideshare.net/simone.brunozzi/2010-architecting-for-the-cloud-4719195, 2010

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Benefits of Cloud Computing

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22 Source: S. Brunozzi, “2010 architecting for the cloud”, http://www.slideshare.net/simone.brunozzi/2010-architecting-for-the-cloud-4719195, 2010

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Cloud Approaches

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Utility Computing Platform as a Service (PaaS) Cloud-based User Applications

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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Cloud Ecosystem

 End-user applications, Software-as-a-Service (SaaS)  Platform-as-a-Service (PaaS)  Infrastructure-as-a-Service (IaaS)

Google App Engine

Platform as a Service (PaaS) End-User Applications

Salesforce AppExchange Facebook Platform Facebook Apps Live Mesh AppExchange Apps OpenSocial Apps Amazon Web Services Rackspace 3tera Joyent

Infrastructure as a Service (IaaS) Brokers, Tools and Frameworks End-User Applications

flexiscale NASDAQ Market Replay Jungle Disk Powerset Mosso cohesiveFT RightScale MLB zimory enomaly Aptana cloud

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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26 Source: katescomment.com

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Infrastructure as a Service (IaaS)

 Provide computer infrastructure

as a service

 Virtual Servers / Storages  Network equipments: Load

balancers, Firewalls, etc.

 “Utility computing”, pay per use  Simple to scale and manage  Example:

 Amazon EC2, S3  Rackspace Mosso  GoGrid

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Source: http://microreviews.org/types-of-cloud-computing/

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Platform as a Service (PaaS)

 Provide infrastructure, system

software stacks, and development tools

 Web servers, database servers,

etc.

 Many vendors provide services

with API

 Google Calendar, etc.

 Examples

 Google AppEngine  Yahoo! Maps

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2110414 - Large Scale Computing Systems Source: http://www.zoho.com/creator/paas.html

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Software as a Service (SaaS)

 Complete web-based software  “Pay-as-you-go” model  Allow customization via

parameter configuring

 Examples

 Salesforce.com  Google Docs  Gmail, hotmail

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Public Cloud

Cloud Ecosystem

Enterprise

Private Cloud Private Cloud External Internal

Virtual Private Cloud

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Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

From On-Premise to Cloud Platforms

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Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

From On-Premise to Cloud Platforms

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Application runs

  • n-premises

Buy my own hardware, and manage my own data center Application runs at a hoster Co-location

  • r

Managed servers

Application runs using

cloud services

“cloud fabric” (elastic, infini-scale)

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

From On-Premise to Cloud Platforms

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“Packaged” Application

An application that I buy “off the shelf” and run myself

Self Hosted “Home Built”

An application that I develop and run myself

Build Buy Hosted “Home Built”

An application that I develop myself, but run at a hoster

Hosted “Packaged”

An application that I buy “off the shelf” and then run at a hoster

Cloud Platform An application that I develop myself, but run in the cloud “Software as a Service” A hosted pplication that I buy from a vendor On premises vs. Cloud On premises Cloud

Bild vs. Buy

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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“Packaged” Application

An application that I buy “off the shelf” and run myself

Self Hosted “Home Built”

An application that I develop and run myself

Bild vs. Buy Build Buy Hosted “Home Built”

An application that I develop myself, but run at a hoster

Hosted “Packaged”

An application that I buy “off the shelf” and then run at a hoster

Cloud Platform An application that I develop myself, but run in the cloud “Software as a Service” A hosted pplication that I buy from a vendor On premises vs. Cloud On premises Cloud

Maximum Economy of Scale All acceptable options (trade off) Maximum Control

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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“Packaged” Application

An application that I buy “off the shelf” and run myself

Self Hosted “Home Built”

An application that I develop and run myself

Build Buy Hosted “Home Built”

An application that I develop myself, but run at a hoster

Hosted “Packaged”

An application that I buy “off the shelf” and then run at a hoster

Cloud Platform An application that I develop myself, but run in the cloud “Software as a Service” A hosted pplication that I buy from a vendor On premises vs. Cloud On premises Cloud

Bild vs. Buy

Clinical Trial Molecule Research HR System Email Issue Tracking ERP

“Too costly to run this myself, but I’ve made too many customizations”

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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“Packaged” Application

An application that I buy “off the shelf” and run myself

Self Hosted “Home Built”

An application that I develop and run myself

Build Buy Hosted “Home Built”

An application that I develop myself, but run at a hoster

Hosted “Packaged”

An application that I buy “off the shelf” and then run at a hoster

Cloud Platform An application that I develop myself, but run in the cloud “Software as a Service” A hosted pplication that I buy from a vendor On premises vs. Cloud On premises Cloud

Bild vs. Buy

Clinical Trial Molecule Research HR System Email Issue Tracking ERP

“CRM and Email are commodity services – They have no customizations, and it’s cheaper for someone else to run these” Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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“Packaged” Application

An application that I buy “off the shelf” and run myself

Self Hosted “Home Built”

An application that I develop and run myself

Build Buy Hosted “Home Built”

An application that I develop myself, but run at a hoster

Hosted “Packaged”

An application that I buy “off the shelf” and then run at a hoster

Cloud Platform An application that I develop myself, but run in the cloud “Software as a Service” A hosted pplication that I buy from a vendor On premises vs. Cloud On premises Cloud

Bild vs. Buy

Clinical Trial Molecule Research HR System ERP Email Issue Tracking

“I can’t afford to maintain this

  • ld HR application written in

VB – it’s driving me mad!” “…but due to privacy issues, I prefer keeping my HR data

  • n-premises”

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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“Packaged” Application

An application that I buy “off the shelf” and run myself

Self Hosted “Home Built”

An application that I develop and run myself

Build Buy Hosted “Home Built”

An application that I develop myself, but run at a hoster

Hosted “Packaged”

An application that I buy “off the shelf” and then run at a hoster

Cloud Platform An application that I develop myself, but run in the cloud “Software as a Service” A hosted pplication that I buy from a vendor On premises vs. Cloud On premises Cloud

Bild vs. Buy

Clinical Trial Molecule Research HR System ERP Email Issue Tracking

“I wish I had access to cheaper compute and storage when I need it”

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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“Packaged” Application

An application that I buy “off the shelf” and run myself

Self Hosted “Home Built”

An application that I develop and run myself

Build Buy Hosted “Home Built”

An application that I develop myself, but run at a hoster

Hosted “Packaged”

An application that I buy “off the shelf” and then run at a hoster

Cloud Platform An application that I develop myself, but run in the cloud “Software as a Service” A hosted pplication that I buy from a vendor On premises vs. Cloud On premises Cloud

Bild vs. Buy

Clinical Trial HR System ERP Email Issue Tracking Molecule Research

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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“Packaged” Application

An application that I buy “off the shelf” and run myself

Self Hosted “Home Built”

An application that I develop and run myself

Build Buy Hosted “Home Built”

An application that I develop myself, but run at a hoster

Hosted “Packaged”

An application that I buy “off the shelf” and then run at a hoster

Cloud Platform An application that I develop myself, but run in the cloud “Software as a Service” A hosted pplication that I buy from a vendor On premises vs. Cloud On premises Cloud

Bild vs. Buy

Clinical Trial HR System ERP Email Issue Tracking Molecule Research

“THIS is where I want to spend my IT resources – I’m going to double down on this application!”

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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“Packaged” Application

An application that I buy “off the shelf” and run myself

Self Hosted “Home Built”

An application that I develop and run myself

Build Buy Hosted “Home Built”

An application that I develop myself, but run at a hoster

Hosted “Packaged”

An application that I buy “off the shelf” and then run at a hoster

Cloud Platform An application that I develop myself, but run in the cloud “Software as a Service” A hosted pplication that I buy from a vendor On premises vs. Cloud On premises Cloud

Bild vs. Buy

Clinical Trial HR System ERP Email Issue Tracking Molecule Research

Source: F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and Microsoft Mesh”

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Real-World Case Study: Animoto

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Case Study: Animoto

 Automatic VDO creation from still

pictures

 SaaS on IaaS  10x users’ growth in 3 days (from

25k to 250k)

 Total number of servers owned

by Animoto = 0

 The most expensive piece of

equipment in the office is the espresso machine

 Utilize Amazon EC2 47

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Source: R. Smith, “The Cloud/Electric Generator Analogy”, InformationWeek Analytic, Jan 2009

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References

  • F. Javadi, “Clearing the Air - Cloud Computing : Adobe Air, Google Gears and

Microsoft Mesh”

  • K. Gan and L. McMurray, “Beginner’s Guide to Cloud Computing and the Good &

Bad for Developers”

iphp, “Get your own cloud server running in 15 minutes”, http://www.webdigi.co.uk/blog/2009/get_your_own_cloud_server_running_in_15 _minutes/, June 2009

  • S. Brunozzi, “2010 architecting for the cloud”,

http://www.slideshare.net/simone.brunozzi/2010-architecting-for-the-cloud- 4719195, 2010

  • G. Barton, “Animoto – The Poster Child for AWS & EC2”,

http://bartongeorge.net/2009/03/25/animoto-the-poster-child-for-aws-ec2/

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