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The Cloud as a Platform - By Jinesh Varia

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The Cloud as a Platform for Computation, Hot and Cold Storage, Collaboration, Research and Development and Then the Cloud as a Platform for Platforms

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The Cloud as a Platform - By Jinesh Varia

  1. 2. Amazon’s Three Businesses Consumer (Retail) Business Tens of millions of active customer accounts Seven countries: US, UK, Germany, Japan, France, Canada, China Seller Business Sell on Amazon websites Use Amazon technology for your own retail website Leverage Amazon’s massive fulfillment center network IT Infrastructure Business Cloud computing infrastructure for hosting web-scale solutions Hundreds of thousands of registered customers
  2. 3. The Cloud
  3. 5. Lowers Cost Eliminates Capital Investment Reduces Operational Costs Increases Agility Reduces Time to Market Removes constraints Foundation for 21 st Century Architectures Removes the “Heavy Lifting” Leverages Scalability, Reliability and Security KEY BENEFITS TO RUNNING IN THE AWS CLOUD
  4. 6. The pace of innovation in 2009 » Amazon RDS » High-Memory Instances » Lower EC2 Pricing » AWS Multi-Factor Authentication » Virtual Private Cloud » Lower Reserved Instance Pricing » AWS Security Center » Reserved Instances in EU Region » Elastic MapReduce » SQS in EU Region » New SimpleDB Features » FPS General Availability » Lower pricing tiers for Amazon CloudFront » AWS Management Console » Amazon EC2 with Windows » Amazon EC2 in EU Region » AWS Toolkit for Eclipse » Amazon EC2 Reserved Instances » AWS Import/Export » New CloudFront Feature » Monitoring, Auto Scaling & Elastic Load Balancing » Amazon Elastic MapReduce in Europe » EBS Shared Snapshots » SimpleDB in EU Region » Monitoring, Auto Scaling & Elastic Load Balancing in EU » Amazon CloudFront Private Content » SAS70 Type II Audit » AWS SDK for .NET <ul><li>» Amazon EC2 with Windows Server </li></ul><ul><li>2008, </li></ul><ul><li>Spot Instances, </li></ul><ul><li>Boot from Amazon EBS </li></ul><ul><li>» Amazon CloudFront Streaming </li></ul><ul><li>» Amazon VPC enters Unlimited Beta </li></ul><ul><li>» AWS Region in Northern California </li></ul><ul><li>» International Support for AWS </li></ul><ul><li>Import/Export </li></ul>» Amazon EC2 Reserved Instances with Windows, Extra Large High Memory Instances » Amazon S3 Versioning Feature » Consolidated Billing for AWS » Lower pricing for Outbound Data Transfer » Amazon SNS
  5. 7. And pace accelerates in 2010…. » Amazon RDS Read Replicas » Suse EC2 Linux » Amazon SNS Console » Amazon ELB HTTPS » AWS Free Tier » EMR Resizing Cluster » RDS Reserved » CloudFront Default Root » Startup Challenge 2010 » CloudFront Invalidation » CloudFront HTTPS » NYC Edge Location » Lowers Pricing HTTP » AWS Import Export GA » Amazon SNS » Amazon S3 Console » Amazon EBS CloudWatch » Amazon SNS » Combined AWS Data Transfer Savings » Amazon EMR Bootstrap Actions » Amazon ELB Session Stickiness » Amazon RDS in EU » New Singapore Region » EMR JobFlow Debugging » Simple DB Consistent Reads » Simple DB Conditional Puts » VPC in EU » Amazon RDS in US-west » Amazon CloudFront Access Logs » Amazon RDS Multi-AZ » Amazon S3 RRS » Amazon RDS Console » Amazon SQS Longer retention, Free Tier Amazon S3 Bucket Policies » Amazon VPC IP Address » Cluster Compute Instances » Amazon S3 RRS Notifications » Lowered Pricing EC2 » AWS IAM » Amazon VPC Console » Micro Instances » Amazon Linux AMI » Amazon EC2 Tagging, Filtering, Idempotency, » Oracle Certified AWS » AWS PHP SDK » Amazon S3 Lowered Pricing » CloudFront GA, SLA » S3 Multipart » GPGPU Instance Types » ISO27001/2 Certification » AWS Elastic Beanstalk » Amazon Simple Email Service » Improved AWS Support “Bronze” » Amazon CloudWatch Console » AWS CloudFormation » Amazon S3 Static Websites » AWS IAM Website Login » Paris Edge Location » VM Connector » Tokyo Region » AWS Support JP » Amazon EC2 Reserved Instances with Windows, Extra Large High Memory Instances » Amazon S3 Versioning Feature » Consolidated Billing for AWS » Lower pricing for Outbound Data Transfer » AWS Java SDK » Windows BYOL » Singapore Pop » CloudFront Private Streaming » Free Monitoring EC2 » Amazon Route 53 » PCI DSS Level 1 Certification » Mobile SDKs (Android, iPhone) » Large Object S3 Support » Florida POP » Import/Export APAC » New VPC » Dedicated Instances » Windows 2008 R2
  6. 8. Each day, AWS adds the equivalent server capacity to power Amazon when it was a global, $2.76B enterprise (circa 2000)
  7. 9. The “Living” AWS Cloud Low-level building blocks High-level building blocks Tools to access services Cross Service features
  8. 10. #1 Flexibility and the power of choice
  9. 11. Can use any Programming Model, Language or Operating System or Database Can use any service individually or in any combination Can use as much or as little and only pay for what was consumed Can use any existing System Management Tools and extend the datacenter into the Cloud Flexibility is the key
  10. 12. Flexibility with Certified Licenses - BYOL Microsoft Exchange Server, Microsoft SharePoint Server, Microsoft SQL Standard Server, Microsoft SQL Enterprise Server, Microsoft Lync Server, Microsoft System Center servers, and Microsoft Dynamics CRM through License Mobility Software Assurance Oracle fully supports Oracle E-Business Suite, Oracle’s PeopleSoft Enterprise, Oracle’s Siebel CRM, Oracle Fusion Middleware, Oracle Database, and Oracle Linux on the portion of AWS EC2 which uses Oracle VM. SAP® solutions, including SAP® Rapid Deployment solutions and SAP® BusinessObjects™ solutions, IBM DB2, Informix, Lotus® Forms Turbo, WebSphere® Application Server, WebSphere® sMash, WebSphere Portal Server, Lotus® Web Content Management Standard Edition , InfoSphere Information Server, Lotus Domino®, Lotus Web Content Management Standard Edition®, Tivoli Monitoring®
  11. 13. US West (Northern California) US East (Northern Virginia) Europe West (Dublin) Asia Pacific Region (Singapore) Ashburn, Dallas, Los Angeles, Miami, Newark, Palo Alto, Seattle, St. Louis, Amsterdam, Dublin, Frankfurt, London, Hong Kong, Singapore, Tokyo, New York, Paris Amazon CloudFront Edge Locations Asia Pacific Region (Japan)
  12. 14. The Cloud
  13. 15. The Cloud as a Platform
  14. 16. Platform that provides foundation to build innovation solutions on top Platform that provides abstraction to hide underlying layers (hardware and software) Platform that is self-service
  15. 17. The Cloud as a Platform
  16. 18. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul>
  17. 19. AWS Master Node Input S3 bucket Output S3 bucket Amazon S3 Input dataset output results Start From IDE Command line Web Console End Notify Get Results Input Data Amazon EC2 Instances
  18. 20. Wall Street & Amazon EC2 Number of EC2 Instances 300 CPU’s on weekends Thursday 4/23/2009 Friday 4/24/2009 Sunday 4/26/2009 Monday 4/27/2009 Tuesday 4/28/2009 Saturday 4/25/2009 Wednesday 4/22/2009 3000- - 300 --
  19. 21. 500 Hours 1 Job, 1 Machine, 500 hours 1 Job, 500 Machines, 1 hour One Hour $1500 $260 To rack and stack on-premise For 3 years (reserved 100% utilized)
  20. 22. “ TimesMachine” from NYTimes <ul><li>1851-1922 Articles </li></ul><ul><li>TIFF -> PDF </li></ul><ul><li>Input: 11 Million Articles (4TB of data) </li></ul><ul><li>What did he do ? </li></ul><ul><ul><li>100 EC2 Instances for 24 hours </li></ul></ul><ul><ul><li>Input: All data on S3 </li></ul></ul><ul><ul><li>Output: 1.5 TB of Data </li></ul></ul><ul><ul><li>Hadoop, iText, JetS3t </li></ul></ul>
  21. 24. Source: http://qcontokyo.com/pdf/adriancockroft.pdf
  22. 25. #2 Elasticity is the fundamental property of the cloud
  23. 26. Elasticity + Auto Scaling Infrastructure Cost $ time Large Capital Expenditure You just lost customers Predicted Demand Traditional Hardware Actual Demand Cloud Automated Elasticity
  24. 27. AWS Lowers it’s pricing Again! <ul><li>Apr 22, 2008 - AWS Lowers Data Transfer Costs </li></ul><ul><li>Oct 09, 2008 - New Tiered Pricing for Amazon S3 Storage </li></ul><ul><li>Jan 28, 2009 - New Lower Pricing Tiers for Amazon CloudFront </li></ul><ul><li>Aug 20, 2009 - New Lower Prices for Amazon EC2 Reserved Instances </li></ul><ul><li>Sep 30, 2009 - New Lower Price for Windows Instances with Authentication Services </li></ul><ul><li>Oct 27, 2009 - Announcing Lower Amazon EC2 Instance Pricing </li></ul><ul><li>Dec 08, 2009 - New S3 Pricing Tiers, Lower EC2 Pricing and Free Inbound Data Transfer promotion </li></ul><ul><li>Feb 01, 2010 - New Lower Pricing for Outbound Data Transfer </li></ul><ul><li>Jun 07, 2010 - Amazon CloudFront Lowers Prices with HTTPS Support </li></ul><ul><li>Sep 01, 2010 - New Lower Prices for High Memory Double and Quadruple XL Instances </li></ul><ul><li>Oct 05, 2010 - Lower High Memory DB Instance Prices for Amazon RDS </li></ul><ul><li>Nov 01, 2010 - Amazon S3 Reduces Storage Pricing </li></ul><ul><li>Jan 06, 2011 - New Plans, Lower Pricing in AWS Premium Support </li></ul><ul><li>May 18, 2011 - New Lower Prices for Amazon CloudWatch Monitoring </li></ul><ul><li>June 1, 2011 – Free Inbound Data Transfer and Lower Outbound Tiers </li></ul><ul><li>Sept 27, 2011 – Amazon Route53 lowers the pricing for Hosted Zones </li></ul>Free inbound data transfer in all regions!!
  25. 28. Automate Using Cloud APIs Mr. Automate Development Monitoring Management Logistics Deployment
  26. 29. Build a Web application that sleeps at night or shrinks itself when there are no users accessing it
  27. 30. Build a Web application that Follows the Sun and leverages the true power of on-demand elasticity and globally dispersed regions
  28. 31. US-West-1b RDS Multi-AZ US-West Auto Scaling group : Web App Tier RDS Master US East Traffi c US West Traffic ELB Geo IP/Directional DNS Server Asia Traffic DNS CNAME Software-based Data Replicator Europe Traffic US-East-1b RDS Multi-AZ US-East Auto Scaling group : Web App Tier RDS Master ELB EU-West-1b RDS Multi-AZ EU-West Auto Scaling group : Web App Tier RDS Master ELB AP-SOUTHEAST-1b RDS Multi-AZ AP-SOUTHEAST Auto Scaling group : Web App Tier RDS Master ELB Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App Web App
  29. 32. Elasticity + Automation + price reductions = cost-savings
  30. 33. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul>
  31. 34. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul>
  32. 35. 350,000 Minutes (7-8 Months) Time to provision a server in an enterprise Time to provision a server in the cloud <5 Minutes $1000 To rack and stack on-premise $260 For 3 years (reserved 100% utilized)
  33. 45. Amazon Web Services Availability Zone 2 <ul><li>Amazon SimpleDB </li></ul><ul><li>Domains </li></ul><ul><li>Registration </li></ul><ul><li>Scores </li></ul><ul><li>-Commands </li></ul><ul><li>-Game Queue </li></ul><ul><li>-Logging </li></ul>Amazon S3 Availability Zone 1 Auto-scaling group API Endpoint ELB Equinox Server Equinox Server EBS EBS RESTFul API RESTFul API Conditional Puts Consistent Reads Version Aware Lookups 4images Every Sec From Camera E4 Clients (Mac, Linux, Windows UI, iPhone, JoySticks ) CloudWatch MindStorm Robot controlled by Arena Server Arena Server Open Social Gadgets Showing images almost in real time Polls for commands Sends commands
  34. 47. New ways to purchase EC2 Instances Cloud HPC: Cluster Compute Instance 2 Xeon quad-core + 2 tesla NVIDIA GPGPU + 22GB + 10G non-blocking Ethernet
  35. 48. Bid for unused EC2 Capacity using Spot Instances
  36. 49. Case Study: Optimizing Video Transcoding Workloads (On-demand + Spot + Reserved) <ul><li>Free Offering </li></ul><ul><ul><li>Optimize for reducing cost </li></ul></ul><ul><ul><li>Acceptable Delay Limits </li></ul></ul><ul><li>Implementation </li></ul><ul><ul><li>Set Persistent Requests </li></ul></ul><ul><ul><li>Use on-demand Instances, if delay </li></ul></ul><ul><ul><li>Maximum Bid Price </li></ul></ul><ul><ul><li>< On-demand Rate </li></ul></ul><ul><ul><li>Get your set reduced price for your workload </li></ul></ul><ul><li>Premium Offering </li></ul><ul><ul><li>Optimized for Faster response times </li></ul></ul><ul><ul><li>No Delays </li></ul></ul><ul><li>Implementation </li></ul><ul><ul><li>Invest in RIs </li></ul></ul><ul><ul><li>Use on-demand for Elasticity </li></ul></ul><ul><ul><li>Maximum Bid Price </li></ul></ul><ul><ul><li>>= On-demand Rate </li></ul></ul><ul><ul><li>Get Instant Capacity for higher price </li></ul></ul>
  37. 50. Elastic Supercomputer Distributed Processing Framework On-demand Infrastructure (Cloud) + Automation Each VM = 2 Xeon “ Nehalem” Quad-core with 10G Ethernet & 2 GPGPUs Cost savings due to lower “Spot price” (for Time-insensitive tasks) Expand or Shrink a running cluster Big Data power house
  38. 51. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul>
  39. 52. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul><ul><ul><ul><li>For New Generation Apps </li></ul></ul></ul>
  40. 53. Casual Online Games “ Gamification”
  41. 55. Scale: 50 servers to 5000 servers in 3 days Number of EC2 Instances 4/12/2008 Launch of Facebook modification. Amazon EC2 easily scaled to handle additional traffic Peak of 5000 instances 4/14/2008 4/15/2008 4/16/2008 4/18/2008 4/19/2008 4/20/2008 4/17/2008 4/13/2008 Steady state of ~40 instances “ Techcrunched”
  42. 56. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul><ul><ul><ul><li>For New Generation Apps </li></ul></ul></ul>
  43. 57. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul><ul><ul><ul><li>For New Generation Apps </li></ul></ul></ul><ul><ul><ul><li>For Internal Corporate IT </li></ul></ul></ul>
  44. 58. Enterprise IT
  45. 59. Let go of (physical) control but retain your ownership
  46. 60. Building a Cloud Strategy Startup or SMB Firm or Large Enterprise
  47. 61. Migrating existing IT assets to the cloud <ul><li>List all your IT assets </li></ul><ul><li>Identify upward and downward dependencies </li></ul><ul><li>Start classifying your IT assets into different categories: </li></ul><ul><ul><li>Applications with Top Secret, Secret, or Public data sets </li></ul></ul><ul><ul><li>Applications with low, medium and high compliance requirements </li></ul></ul><ul><ul><li>Applications that are internal-only, partner-only or customer-facing </li></ul></ul><ul><ul><li>Applications with low, medium and high coupling </li></ul></ul><ul><ul><li>Applications with strict, relaxed licensing </li></ul></ul>Dash board
  48. 62. Pick the Low-hanging fruits first Dash board
  49. 63. Amazon VPC AWS Region Public Subnet Private Subnet Corporate data center Corporate Headquarters Availability Zone 1 Availability Zone 2 Branch Offices VPN Gateway Customer Gateway Internet Gateway Router DirectConnect Location Amazon S3 Amazon SimpleDB Amazon SES Amazon SQS New Enterprise IT Network architecture 10G
  50. 64. VPC is part of the Autodesk internal network Source: Autodesk
  51. 65. NYTimes EC2 Expansion (April 2011) Amazon EC2
  52. 66. NYTimes EC2 Expansion (April 2011) Amazon EC2
  53. 67. The Automation You Always Meant to Build Provision and attach 1TB of storage in 2 minutes (from the back of an auto-rickshaw in India). 10 new Linux servers in 2 minutes (while sitting by the pool on a nice day). Monitoring server resources from an iPhone (in a bar).
  54. 68. As of November 2010, Amazon.com’s Web Server Fleet is serving all the traffic from Amazon EC2
  55. 69. Pre-configured IT security-blessed auto-scalable auto-backup multi-AZ full-control one-click deployable enterprise apps App Vending Machine
  56. 71. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul><ul><ul><ul><li>For New Generation Apps </li></ul></ul></ul><ul><ul><ul><li>For Internal Corporate IT </li></ul></ul></ul>
  57. 72. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul><ul><ul><ul><li>For New Generation Apps </li></ul></ul></ul><ul><ul><ul><li>For Internal Corporate IT </li></ul></ul></ul><ul><ul><ul><li>For Storage </li></ul></ul></ul>
  58. 73. Amazon S3 Momentum 2 years ago Peak Requests: 70,000 per second 200 Million 5 Billion 18 Billion 52 Billion Total Number of Objects Stored in Amazon S3 Q1 2009
  59. 74. The Cloud Scales: Amazon S3 Growth Peak Requests: 370,000+ per second Total Number of Objects Stored in Amazon S3 2.9 Billion 14 Billion 40 Billion 102 Billion 566 Billion 262 Billion
  60. 75. Smugmug > 2PB of Media
  61. 77. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul><ul><ul><ul><li>For New Generation Apps </li></ul></ul></ul><ul><ul><ul><li>For Internal Corporate IT </li></ul></ul></ul><ul><ul><ul><li>For Storage </li></ul></ul></ul>
  62. 78. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul><ul><ul><ul><li>For New Generation Apps </li></ul></ul></ul><ul><ul><ul><li>For Internal Corporate IT </li></ul></ul></ul><ul><ul><ul><li>For Storage </li></ul></ul></ul><ul><ul><ul><li>For Integration </li></ul></ul></ul>
  63. 79. #3 Redefining Cloud Security
  64. 80. In the Cloud, Security is a Shared Responsibility SAS 70 Type II Audit ISO 27001/2 Certification PCI DSS 2.0 Level 1-5 HIPAA/SOX Compliance FISMA A&A Low Enforce IAM policies Use MFA, VPC, Leverage S3 bucket policies, EC2 Security groups, EFS in EC2 Etc.. Encrypt data in transit Encrypt data at rest Protect your AWS Credentials Rotate your keys Secure your application How we secure our infrastructure What security options and features are available to you? How can you secure your application and what is your responsibility?
  65. 81. Industry-specific clouds : GovCloud – US Recovery.gov and Treasury.gov First government-wide system to move to the cloud Savings of over $750,000 in current budget cycle “ Cloud computing strikes me as a perfect tool to help achieve greater transparency and accountability. Moving to the cloud allows us to provide better service at lower costs. I hope this development will inspire other government entities to accelerate their own efforts. The American taxpayers would be the winners.’’ - Earl E. Devaney, the Board’s Chairman.
  66. 82. Recovery.gov Cloud Architecture
  67. 85. Build security in every layer Old World New World
  68. 86. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul><ul><ul><ul><li>For New Generation Apps </li></ul></ul></ul><ul><ul><ul><li>For Internal Corporate IT </li></ul></ul></ul><ul><ul><ul><li>For Storage </li></ul></ul></ul><ul><ul><ul><li>For Integration </li></ul></ul></ul>
  69. 87. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul><ul><ul><ul><li>For New Generation Apps </li></ul></ul></ul><ul><ul><ul><li>For Internal Corporate IT </li></ul></ul></ul><ul><ul><ul><li>For Storage </li></ul></ul></ul><ul><ul><ul><li>For Integration </li></ul></ul></ul><ul><ul><ul><li>For Platforms </li></ul></ul></ul>
  70. 88. The “Living and Evolving” AWS Cloud Low-level building blocks High-level building blocks Tools to access services Cross Service features
  71. 89. The “Living and Evolving” AWS Cloud Low-level Infrastructure building blocks High-level Infrastructure building blocks Tools to access services Cross Service features
  72. 90. Cloud Services for Mathematica Drupal PHP Platform Ruby/Rails/Java Platform Mathematica Platform Voice Platform Mobile Trading Platform Geospatial Platform Location-based App Platform
  73. 92. Internet as the Operating System of Services
  74. 93. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Computation </li></ul></ul></ul><ul><ul><ul><li>For Research and Development </li></ul></ul></ul><ul><ul><ul><li>For New Generation Apps </li></ul></ul></ul><ul><ul><ul><li>For Internal Corporate IT </li></ul></ul></ul><ul><ul><ul><li>For Storage </li></ul></ul></ul><ul><ul><ul><li>For Collaboration </li></ul></ul></ul><ul><ul><ul><li>For Platforms </li></ul></ul></ul>
  75. 94. <ul><li>The Cloud as a Platform </li></ul><ul><ul><ul><li>For Realizing your ideas </li></ul></ul></ul>
  76. 95. #5 Start Playing Now and invest early
  77. 97. Its Free to Get Started – AWS Free Tier <ul><li>Amazon EC2, Amazon ELB, Amazon EBS </li></ul><ul><li>Amazon S3 </li></ul><ul><li>Amazon SimpleDB </li></ul><ul><li>Amazon SQS </li></ul><ul><li>Amazon SES </li></ul><ul><li>Amazon SNS </li></ul><ul><li>Amazon CloudWatch </li></ul><ul><li>Free Inbound Data Transfer </li></ul><ul><li>Outbound Data Transfer </li></ul>
  78. 98. #2 Elasticity, Cost reduction and Agility are the main reasons to move to the cloud and AWS provides all three #1 Flexibility is very important when you choose the cloud and AWS provides the flexibility you need #3 In the Cloud, Security is shared responsibility. AWS provides the certifications, features and guidance #4 The Cloud is much more than its services. Its all about the Ecosystem #5 Start playing with it now. Talk to us. Be the leader in Brazil
  79. 99. Thank you! Jinesh Varia jvaria@amazon.com Twitter:@jinman
  80. 100. http://aws.amazon.com

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