SlideShare a Scribd company logo
1 of 100
Your Future with Cloud Computing

                       Dr. Werner Vogels
                       CTO, Amazon.com
AWS Global Infrastructure
GovCloud    US West       US West    US East       South          EU         Asia          Asia
 (US ITAR   (Northern     (Oregon)   (Northern    America       (Ireland)   Pacific       Pacific
  Region)   California)               Virginia)   (Sao Paulo)               (Singapore)   (Tokyo)




  AWS Regions
  AWS Edge Locations
Powering the Most Popular Internet Businesses
Trusted by Enterprises
The Scale of AWS: Amazon S3 Growth
                                                                                     905 Billion
        Peak Requests:
           650,000+                                                    762 Billion
          per second


     Total Number of Objects Stored in Amazon S3


                                                         262 Billion

                                           102 Billion
                 14 Billion   40 Billion
   2.9 Billion

   Q4 2006       Q4 2007      Q4 2008      Q4 2009       Q4 2010       Q4 2011        Q1 2012
Our Price Reduction Philosophy

       Scale & Innovation…                          … Drive Costs Down

     Attract More                Invest in
     Customers                    Capital




                                                   19 Price Reductions
  Reduce                               Invest in
  Prices                              Technology



                    Improve
                    Efficiency
The AWS Mission
Enable businesses and developers to use web services
     to build scalable, sophisticated applications.
Dr. Werner Vogels
CTO, Amazon.com
The Seven Transformations
   of Cloud Computing
A common misconception:
 cloud computing is only about….


Saving money         Doing things faster
Cloud Transforms what’s possible
Transformation 1:
Distributed Architectures Made Easy



             High
           Availability
Building Distributed Architectures
with Traditional Infrastructure is Difficult
Cloud Computing Makes This Easier

  Distributed    Multi-AZ   Building         Loosely Coupled
Infrastructure   Services   Blocks         Process Coordination


    AWS
   Regions          S3
                                EC2               SWF
                             Instances


                 DynamoDB                          SNS
  Availability
    Zones
                            Elastic Load
                   RDS       Balancer              SQS
Architecture Templates for Common Patterns




                              MICROSOFT SHAREPOINT




aws.amazon.com/architecture
… open source Simian Army
coming soon
Thomas Burke
Principal Engineer
Washington Post Social Reader

Facebook App launched
September 22, 2011

First three months
7 million installed users

Six month anniversary
25+ mm users

73% of users are under age 35
46% are under age 25

55% of users are female
Social Reader Architecture


                    Social Reader

                           Reads


  Article Service   Social Service   Interest Analysis
Article Service

                              ELB


                         Article Service    ElastiCache


                  SOLR        RDS          S3


                  Harvest, Classifier Pipeline
Interest Analysis


                    S3



                    EMR


                    SDB
Social Service

                     ELB


                 Social Service   ElastiCache


                     SDB
Operations and Monitoring
 Auto Scaling
 CloudWatch
 CloudFront
 Simple Email Service
 EC2 AMIs
Dr. Werner Vogels
CTO, Amazon.com
Transformation 2:
Embracing the security advantages of shared systems
Applications
  Flexibility to Choose the Right                  Your
                                                   Apps
Security Model for Each Application




          Infrastructure              AWS Security Infrastructure
                                          SOC 1/SSAE 16/ISAE 3402,
    Every Customer Gets the            ISO 27001, PCI DSS, HIPAA, ITAR,
                                          FISMA Moderate, FIPS 140-2
    Highest Level of Security
Kit, go
                              faster

Transformation 3:
  From Scaling by
  Architecture …
   to Scaling By     Yes
     Command
                    Michael
Scaling by Architecture: NoSQL Database Cluster

  Set up       Config &     Shard &      Rinse &
more servers    Tune       Repartition   Repeat
Scaling by Command with Amazon DynamoDB


   Amazon DynamoDB

                         Data is automatically spread
                      across enough hardware to deliver
                        single digit millisecond latency.
> Intro Video
Transformation 4:
A Supercomputer in the Hands of Every Developer
Supercomputers Today are Privileges of the Elite




Expensive

Rationed time

Only for the “highest value” jobs
Supercomputers by the Hour… for Everyone.


  AWS built the 42nd fastest supercomputer in the world
  1,064 Amazon EC2 CC2 instances with17,024 cores
  240 teraflops cluster (240 trillion calculations per second)
  Less than $1,000 per hour
Jason Stowe, CEO
Helps do the science we’re capable of
30000
                        CycleCloud HPC Cluster Needed by Users

          25000



          20000
# Cores




          15000



          10000



           5000



              0
               2008   2008.5   2009   2009.5      2010   2010.5   2011   2011.5
                                               Year
50,000-core CycleCloud
 Utility Supercomputer
         on AWS
With Nimbus Discovery,
looking at a cancer drug target
How big is 50,000 cores?
 Why does this matter?
(W.H.O./Globocan 2008)
Every day is
crucial and costly
Let’s look at drug
designers trying to treat
    these diseases
Develops leading computational
     chemistry algorithms
Drug Design involves identifying
        protein targets
Flickr: AMagill


                  Which are like locks
Then finding molecules that may fit
Find the matches in millions of
          molecules
But, internal HPC clusters are too small
      when you need them most…

     and too large every other time.
Challenge: To run a virtual screen with a
higher accuracy algorithm & 21 million compounds
50,000-core CycleCloud
        on AWS
Management Software                 CycleCloud HPC Cluster
                                                         - Scales to 50,000+ cores
                                                         - Automation & Error Handling
                Secure, HPC              Massive Scale   - Encryption & Key Mgmt
                  Cluster          Based upon workload   - Elastic, Massive CPU/FS
                                                         - Data scheduling, migration
User
                      Data &
                                                          Chef
                     Application         Traditional                   Reporting &
       Shared                                             (SW
                       Aware             Scheduler                       Audit
         FS                                              config)
                     Movement




                      CC1/CCG
                                              EBS
                      Instances                               S3
                                               EBS
Now I could bore you
         with
infrastructure details
Details: http://blog.cyclecloud.com
Details: http://blog.cyclecloud.com
Details: http://blog.cyclecloud.com
Resource                  Count
Total Instances           6,742 ($20+ million datacenter spend)
- c1.xlarge instances     5,435
- c1.medium instances     779
- cc1.4xlarge instances   297
- cc2.8xlarge instance    231
cores                     51,132
RAM                       58.78-TB
AWS Regions               All (7: us-east, us-west1, us-west2, eu-west,
                          sa-east, ap-northeast, ap-southeast )
Metric                  Count
  Compute Hours of Work   109,927 hours
  Compute Days of Work    4,580 days
  Compute Years of Work   12.55 years
  Ligand Count            ~21 million ligands



   Using CycleCloud & AWS
The impossible run finished in…
3 Hours…
For $4828.85/hr
Metric                  Count
      Compute Hours of Work   109,927 hours
      Compute Days of Work    4,580 days
      Compute Years of Work   12.55 years
      Ligand Count            ~21 million ligands



Instead of $20+ Million in infrastructure:
    At Peak Cost: $4828.85/hr to run
With Nimbus Discovery,
already acquiring the “new leads”
Every day is
crucial and costly...
Utility Supercomputing
         can help
Make impossible Big Science, possible.
Dr. Werner Vogels
CTO, Amazon.com
Transformation 5:
Experiment Often & Fail Quickly
Traditional Infrastructure Drives up
       the Cost of Failure … Innovation Suffers



How many big ticket
technology ideas can
your budget tolerate?
Experiment Often & Fail Quickly with AWS


                                             
                                           
  Cost of failure falls dramatically

People are free to try out new ideas
                                              
 More risk taking, more innovation
                                             
                                             
Transformation 6:
Big Data without Big Servers
Attacking Big Data Problems Shouldn’t Be This Complicated

     Storing Massive Data       Investing In Expensive
   Volumes Into A Huge Data   Server Clusters To Process
         Warehouse                    The Data
The Cloud Makes This a Lot Simpler



                  Hadoop Clusters
   Amazon S3



Amazon DynamoDB    Amazon EMR

  Load Data in     Organize &       Visualize
   the Cloud      Analyze Data      Results
      1                 2              3
Transformation 7:
Mobile Ecosystem for a Mobile-First World
Building Mobile
Applications on Your
    Own is Hard
What Your Mobile App Requires

Rich media experience       Virtual goods economy
Multi-device access         Recommendations
Location context aware      Integration with social networks
Real-time presence driven   Advertisement
Social graph based          Premium support
User generated content
Cloud Mobile Ecosystem
Jon Brendsel
VP of Products
Iconic Brands
PBS Video for iPad    PBSKids Video for iPad
   Launched Nov ‘10        Launched April ‘11
Fun With Numbers - February 2012

       Total Video              Mobile Video
Unique visitors: 30M/mo   115k unique visitors per day

Visits: 57M/mo            310k daily app opens

Page views: 367M / mo     27% of hours watched, 40%
                          of streams
Video streams: 145M/mo

Hours watched: 2.3M/mo
Mobile Video Architecture
5 AWS accounts
377 EC2 machines
71 ELBs
295 Elastic IPs
69 RDS databases
387 EBS volumes
173 S3 buckets
20 CloudFront
distributions
Dr. Werner Vogels
CTO, Amazon.com
What’s New in the AWS Cloud
                      Adam Selipsky
     VP of Sales, Marketing & Support
AWS Pace of Innovation…
                                                                                                                          82
                                                                                                                       Including:
                                                                                                                  AWS Oregon Region

                                                                                             61                  Elastic Beanstalk (Beta)

                                                                                           Including:              Amazon SES (Beta)

                                                                                         Amazon SNS               AWS CloudFormation

                                                                                      Amazon CloudFront          Amazon RDS for Oracle

                                                                                       Amazon Route 53            AWS Direct Connect

                                                                  48                   S3 Bucket Policies         AWS GovCloud (US)

                                                                Including:           RDS Multi-AZ Support         Amazon ElastiCache

                                                              Amazon RDS            RDS Reserved Databases       VPC Virtual Networking

                                                              Amazon VPC               AWS Import/Export        VPC Dedicated Instances

                                                              Amazon EMR                 AWS IAM Beta             SMS Text Notification

                                        24                  EC2 Auto Scaling         AWS Singapore Region       CloudFront Live Streaming

                                    Including:           EC2 Reserved Instances     Cluster Instances for EC2      AWS Tokyo Region

                                 Amazon SimpleDB         EC2 Elastic Load Balance   Micro Instances for EC2         SAP RDS on EC2
              9                 Amazon Cloudfront           AWS Import/Export          Amazon Linux AMI             SAP BO on EC2

         Including:                Amazon EBS              AWS Mngmt Console          Oracle Apps on EC2        Win Srv 2008 R2 on EC2

        Amazon FPS             EC2 Availability Zones      Win Srv 2008 on EC2        SUSE Linux on EC2          Win Srv 2003 VM Import

  Red Hat Enterprise on EC2   EC2 Elastic IP Addresses      IBM Apps on EC2            VM Import for EC2            Amazon S3 SSE


         2007                        2008                        2009                         2010                        2011
…Continuing in the First Quarter of 2012

                                                                                           15
                                                                               Amazon DynamoDB in Europe
                                                                             Storage Gateway in South America
                                                                                 CloudFront Live Streaming
                                                                              Route 53 Latency Based Routing
                                                                              PHP and Git for Elastic Beanstalk
                                                                            CloudFront Lowers Content Expiration

                   7                                                          RDS Increases Backup Retention
                                                                                IAM Password Management
          Amazon DynamoDB
                                                      6
                                                                             IAM User Access to Account Billing
        AWS Storage Gateway             Amazon Simple Workflow Service        Amazon RDS Free Trial program
     Amazon RDS on Amazon VPC            Amazon DynamoDB in Japan             Amazon EC2 Medium Instances
      AWS IAM Identity Federation     ElastiCache in Oregon and Sao Paulo      64-bit AMI on Small & Medium
       Windows Free Usage Tier             Amazon S3 Lower Prices              EC2 Linux Login from Console
    New Premium Support Features         AWS CloudFormation for VPC           Beanstalk Resource Permissions
   New AWS Direct Connect Locations   New Osaka and Milan Edge Locations    EC2, RDS, ElastiCache Lower Prices



           January                             February                                March
AWS Direct Connect

                                                  Private secure connection to AWS
                                      AWS Cloud

                                                  Bypass the public Internet
                         AWS Direct
                          Connect


                                                  High bandwidth and predictable
        Internet
                                                  latency
 Corporate Data Center
Amazon DynamoDB

                                          Non Relational (NoSQL)
                                          Database

                                          Fast & predictable performance

                                          Seamless Scalability

                                          Zero administration
“Even though we have years of experience with large, complex
NoSQL architectures, we are happy to be finally out of the
business of managing it ourselves.” - Don MacAskill, CEO
AWS Storage Gateway

                                         Easily backup on-premises data to AWS
                 Snapshots in
        S3       Amazon S3

                                         Store snapshots in Amazon S3 for
                                         backup and disaster recovery

                                         Simple software appliance - no changes
                                         required to your on-premises architecture
        AWS
       Storage
       Gateway




                      Your Data Center
Amazon Simple Workflow Service

                                   Run application workflows and business
                                   processes on AWS
        Amazon SWF
                                   Manage processes across Cloud,
                                   mobile and on-premises environments

Cloud      Mobile    On Premises   Use any programming language for
                                   workflow logic
Amazon CloudSearch
              Fully managed search service
              Up and running in less than an hour
              Automatically scales for data and traffic
              Starting at less than $100 / month
> Intro Video
PHP & Git Deployment for AWS Beanstalk
  git push
                Elastic Beanstalk
                                                 Run and manage existing PHP
                                                 applications with no changes to
                                                 application code
                                         PHP

Your App                          Apache HTTP
                                     Server
                                        Amazon
                                                 Provides full control over the
                                         Linux   infrastructure and the software
                         Elastic Load
                         Balancer

             yourApp.elasticbeanstalk.com
AWS Marketplace – Live Today!

                      Find, buy and run software running
                      on AWS

                      More than 250 listings at launch

                      Sell your software or SaaS app to
                      our hundreds of thousands of
                      customers

                      aws.amazon.com/marketplace
Thank You!
Thank You to Our Sponsors
Diamond                     Gold




Silver




Expo

More Related Content

What's hot

20200212 AWS Black Belt Online Seminar AWS Systems Manager
20200212 AWS Black Belt Online Seminar AWS Systems Manager20200212 AWS Black Belt Online Seminar AWS Systems Manager
20200212 AWS Black Belt Online Seminar AWS Systems ManagerAmazon Web Services Japan
 
Adopting Multi-Cloud Services with Confidence
Adopting Multi-Cloud Services with ConfidenceAdopting Multi-Cloud Services with Confidence
Adopting Multi-Cloud Services with ConfidenceKevin Hakanson
 
20200623 AWS Black Belt Online Seminar Amazon Elasticsearch Service
20200623 AWS Black Belt Online Seminar Amazon Elasticsearch Service20200623 AWS Black Belt Online Seminar Amazon Elasticsearch Service
20200623 AWS Black Belt Online Seminar Amazon Elasticsearch ServiceAmazon Web Services Japan
 
20190521 AWS Black Belt Online Seminar Amazon Simple Email Service (Amazon SES)
20190521 AWS Black Belt Online Seminar Amazon Simple Email Service (Amazon SES)20190521 AWS Black Belt Online Seminar Amazon Simple Email Service (Amazon SES)
20190521 AWS Black Belt Online Seminar Amazon Simple Email Service (Amazon SES)Amazon Web Services Japan
 
AWS Elastic Beanstalk 활용하여 수 분만에 코드 배포하기 (최원근, AWS 솔루션즈 아키텍트) :: AWS DevDay2018
AWS Elastic Beanstalk 활용하여 수 분만에 코드 배포하기 (최원근, AWS 솔루션즈 아키텍트) :: AWS DevDay2018AWS Elastic Beanstalk 활용하여 수 분만에 코드 배포하기 (최원근, AWS 솔루션즈 아키텍트) :: AWS DevDay2018
AWS Elastic Beanstalk 활용하여 수 분만에 코드 배포하기 (최원근, AWS 솔루션즈 아키텍트) :: AWS DevDay2018Amazon Web Services Korea
 
What is Cloud Cost Optimization and Management? How It Works?
What is Cloud Cost Optimization and Management? How It Works?What is Cloud Cost Optimization and Management? How It Works?
What is Cloud Cost Optimization and Management? How It Works?Veritis Group, Inc
 
20200617 AWS Black Belt Online Seminar Amazon Athena
20200617 AWS Black Belt Online Seminar Amazon Athena20200617 AWS Black Belt Online Seminar Amazon Athena
20200617 AWS Black Belt Online Seminar Amazon AthenaAmazon Web Services Japan
 
Introduction to AWS and Cloud Computing - Module 1 Part 1 - AWSome Day 2017
Introduction to AWS and Cloud Computing - Module 1 Part 1 - AWSome Day 2017Introduction to AWS and Cloud Computing - Module 1 Part 1 - AWSome Day 2017
Introduction to AWS and Cloud Computing - Module 1 Part 1 - AWSome Day 2017Amazon Web Services
 
Amazon Game Tech Night #24 KPIダッシュボードを最速で用意するために
Amazon Game Tech Night #24 KPIダッシュボードを最速で用意するためにAmazon Game Tech Night #24 KPIダッシュボードを最速で用意するために
Amazon Game Tech Night #24 KPIダッシュボードを最速で用意するためにAmazon Web Services Japan
 
Introduction to Cloud Computing with Amazon Web Services
Introduction to Cloud Computing with Amazon Web ServicesIntroduction to Cloud Computing with Amazon Web Services
Introduction to Cloud Computing with Amazon Web ServicesAmazon Web Services
 
20191002 AWS Black Belt Online Seminar Amazon EC2 Auto Scaling and AWS Auto S...
20191002 AWS Black Belt Online Seminar Amazon EC2 Auto Scaling and AWS Auto S...20191002 AWS Black Belt Online Seminar Amazon EC2 Auto Scaling and AWS Auto S...
20191002 AWS Black Belt Online Seminar Amazon EC2 Auto Scaling and AWS Auto S...Amazon Web Services Japan
 
AWS Black Belt Online Seminar 2017 初心者向け クラウドコンピューティング はじめの一歩
AWS Black Belt Online Seminar 2017  初心者向け クラウドコンピューティング はじめの一歩AWS Black Belt Online Seminar 2017  初心者向け クラウドコンピューティング はじめの一歩
AWS Black Belt Online Seminar 2017 初心者向け クラウドコンピューティング はじめの一歩Amazon Web Services Japan
 
How to Set Up a Cloud Cost Optimization Process for your Enterprise
How to Set Up a Cloud Cost Optimization Process for your EnterpriseHow to Set Up a Cloud Cost Optimization Process for your Enterprise
How to Set Up a Cloud Cost Optimization Process for your EnterpriseRightScale
 

What's hot (20)

20200212 AWS Black Belt Online Seminar AWS Systems Manager
20200212 AWS Black Belt Online Seminar AWS Systems Manager20200212 AWS Black Belt Online Seminar AWS Systems Manager
20200212 AWS Black Belt Online Seminar AWS Systems Manager
 
Adopting Multi-Cloud Services with Confidence
Adopting Multi-Cloud Services with ConfidenceAdopting Multi-Cloud Services with Confidence
Adopting Multi-Cloud Services with Confidence
 
20200623 AWS Black Belt Online Seminar Amazon Elasticsearch Service
20200623 AWS Black Belt Online Seminar Amazon Elasticsearch Service20200623 AWS Black Belt Online Seminar Amazon Elasticsearch Service
20200623 AWS Black Belt Online Seminar Amazon Elasticsearch Service
 
Aws introduction
Aws introductionAws introduction
Aws introduction
 
20190521 AWS Black Belt Online Seminar Amazon Simple Email Service (Amazon SES)
20190521 AWS Black Belt Online Seminar Amazon Simple Email Service (Amazon SES)20190521 AWS Black Belt Online Seminar Amazon Simple Email Service (Amazon SES)
20190521 AWS Black Belt Online Seminar Amazon Simple Email Service (Amazon SES)
 
AWS Blackbelt 2015シリーズ AWS Lambda
AWS Blackbelt 2015シリーズ AWS LambdaAWS Blackbelt 2015シリーズ AWS Lambda
AWS Blackbelt 2015シリーズ AWS Lambda
 
AWS Partnership Model
AWS Partnership ModelAWS Partnership Model
AWS Partnership Model
 
Intro to AWS Lambda
Intro to AWS Lambda Intro to AWS Lambda
Intro to AWS Lambda
 
AWS Elastic Beanstalk 활용하여 수 분만에 코드 배포하기 (최원근, AWS 솔루션즈 아키텍트) :: AWS DevDay2018
AWS Elastic Beanstalk 활용하여 수 분만에 코드 배포하기 (최원근, AWS 솔루션즈 아키텍트) :: AWS DevDay2018AWS Elastic Beanstalk 활용하여 수 분만에 코드 배포하기 (최원근, AWS 솔루션즈 아키텍트) :: AWS DevDay2018
AWS Elastic Beanstalk 활용하여 수 분만에 코드 배포하기 (최원근, AWS 솔루션즈 아키텍트) :: AWS DevDay2018
 
What is Cloud Cost Optimization and Management? How It Works?
What is Cloud Cost Optimization and Management? How It Works?What is Cloud Cost Optimization and Management? How It Works?
What is Cloud Cost Optimization and Management? How It Works?
 
20200617 AWS Black Belt Online Seminar Amazon Athena
20200617 AWS Black Belt Online Seminar Amazon Athena20200617 AWS Black Belt Online Seminar Amazon Athena
20200617 AWS Black Belt Online Seminar Amazon Athena
 
Intro to Amazon ECS
Intro to Amazon ECSIntro to Amazon ECS
Intro to Amazon ECS
 
Introduction to AWS and Cloud Computing - Module 1 Part 1 - AWSome Day 2017
Introduction to AWS and Cloud Computing - Module 1 Part 1 - AWSome Day 2017Introduction to AWS and Cloud Computing - Module 1 Part 1 - AWSome Day 2017
Introduction to AWS and Cloud Computing - Module 1 Part 1 - AWSome Day 2017
 
Amazon Game Tech Night #24 KPIダッシュボードを最速で用意するために
Amazon Game Tech Night #24 KPIダッシュボードを最速で用意するためにAmazon Game Tech Night #24 KPIダッシュボードを最速で用意するために
Amazon Game Tech Night #24 KPIダッシュボードを最速で用意するために
 
Introduction to Cloud Computing with Amazon Web Services
Introduction to Cloud Computing with Amazon Web ServicesIntroduction to Cloud Computing with Amazon Web Services
Introduction to Cloud Computing with Amazon Web Services
 
20191002 AWS Black Belt Online Seminar Amazon EC2 Auto Scaling and AWS Auto S...
20191002 AWS Black Belt Online Seminar Amazon EC2 Auto Scaling and AWS Auto S...20191002 AWS Black Belt Online Seminar Amazon EC2 Auto Scaling and AWS Auto S...
20191002 AWS Black Belt Online Seminar Amazon EC2 Auto Scaling and AWS Auto S...
 
Messaging in the AWS Cloud
Messaging in the AWS CloudMessaging in the AWS Cloud
Messaging in the AWS Cloud
 
AWS Black Belt Online Seminar 2017 初心者向け クラウドコンピューティング はじめの一歩
AWS Black Belt Online Seminar 2017  初心者向け クラウドコンピューティング はじめの一歩AWS Black Belt Online Seminar 2017  初心者向け クラウドコンピューティング はじめの一歩
AWS Black Belt Online Seminar 2017 初心者向け クラウドコンピューティング はじめの一歩
 
Microsoft licensing on AWS
Microsoft licensing on AWSMicrosoft licensing on AWS
Microsoft licensing on AWS
 
How to Set Up a Cloud Cost Optimization Process for your Enterprise
How to Set Up a Cloud Cost Optimization Process for your EnterpriseHow to Set Up a Cloud Cost Optimization Process for your Enterprise
How to Set Up a Cloud Cost Optimization Process for your Enterprise
 

Similar to Keynote: Your Future With Cloud Computing - Dr. Werner Vogels - AWS Summit 2012 - NYC

AWS Customer Presentation - Cycle Computing - AWS Summit 2012 - NYC
AWS Customer  Presentation - Cycle Computing - AWS Summit 2012 - NYCAWS Customer  Presentation - Cycle Computing - AWS Summit 2012 - NYC
AWS Customer Presentation - Cycle Computing - AWS Summit 2012 - NYCAmazon Web Services
 
Cloud Architectures - Jinesh Varia - GrepTheWeb
Cloud Architectures - Jinesh Varia - GrepTheWebCloud Architectures - Jinesh Varia - GrepTheWeb
Cloud Architectures - Jinesh Varia - GrepTheWebjineshvaria
 
AWS Summit Atlanta Keynote
AWS Summit Atlanta KeynoteAWS Summit Atlanta Keynote
AWS Summit Atlanta KeynoteKristana Kane
 
Risk Management and Particle Accelerators: Innovating with New Compute Platfo...
Risk Management and Particle Accelerators: Innovating with New Compute Platfo...Risk Management and Particle Accelerators: Innovating with New Compute Platfo...
Risk Management and Particle Accelerators: Innovating with New Compute Platfo...Amazon Web Services
 
AWS re:Invent 2016: 20k in 20 Days - Agile Genomic Analysis (ENT320)
AWS re:Invent 2016: 20k in 20 Days - Agile Genomic Analysis (ENT320)AWS re:Invent 2016: 20k in 20 Days - Agile Genomic Analysis (ENT320)
AWS re:Invent 2016: 20k in 20 Days - Agile Genomic Analysis (ENT320)Amazon Web Services
 
Rethinking the cloud_-_limitations_and_oppotunities_-_2011_nexcom
Rethinking the cloud_-_limitations_and_oppotunities_-_2011_nexcomRethinking the cloud_-_limitations_and_oppotunities_-_2011_nexcom
Rethinking the cloud_-_limitations_and_oppotunities_-_2011_nexcomhybrid cloud
 
AWS for Media: Content in the Cloud, Miles Ward (Amazon Web Services) and Bha...
AWS for Media: Content in the Cloud, Miles Ward (Amazon Web Services) and Bha...AWS for Media: Content in the Cloud, Miles Ward (Amazon Web Services) and Bha...
AWS for Media: Content in the Cloud, Miles Ward (Amazon Web Services) and Bha...Amazon Web Services
 
Building Web Applications on AWS - AWS Summit 2012 - NYC
Building Web Applications on AWS - AWS Summit 2012 - NYCBuilding Web Applications on AWS - AWS Summit 2012 - NYC
Building Web Applications on AWS - AWS Summit 2012 - NYCAmazon Web Services
 
How leading financial services organisations are winning with tech
How leading financial services organisations are winning with techHow leading financial services organisations are winning with tech
How leading financial services organisations are winning with techMongoDB
 
What is Cloud Computing with AWS?
What is Cloud Computing with AWS?What is Cloud Computing with AWS?
What is Cloud Computing with AWS?Amazon Web Services
 
Getting Started with Amazon Redshift
Getting Started with Amazon RedshiftGetting Started with Amazon Redshift
Getting Started with Amazon RedshiftAmazon Web Services
 
AWS Cloud Kata | Taipei - Getting to Scale
AWS Cloud Kata | Taipei - Getting to ScaleAWS Cloud Kata | Taipei - Getting to Scale
AWS Cloud Kata | Taipei - Getting to ScaleAmazon Web Services
 
AWS Cloud School | London - Part 1
AWS Cloud School | London - Part 1AWS Cloud School | London - Part 1
AWS Cloud School | London - Part 1Amazon Web Services
 
Getting Started with Amazon Redshift
Getting Started with Amazon RedshiftGetting Started with Amazon Redshift
Getting Started with Amazon RedshiftAmazon Web Services
 
Getting Started with Amazon Redshift
Getting Started with Amazon RedshiftGetting Started with Amazon Redshift
Getting Started with Amazon RedshiftAmazon Web Services
 
5 Years Of Building SaaS On AWS
5 Years Of Building SaaS On AWS5 Years Of Building SaaS On AWS
5 Years Of Building SaaS On AWSChristian Beedgen
 
Cloud Spotting 2017: An overview of cloud computing
Cloud Spotting 2017: An overview of cloud computingCloud Spotting 2017: An overview of cloud computing
Cloud Spotting 2017: An overview of cloud computingPatrice Kerremans
 
DAT101 Understanding AWS Database Options - AWS re: Invent 2012
DAT101 Understanding AWS Database Options - AWS re: Invent 2012DAT101 Understanding AWS Database Options - AWS re: Invent 2012
DAT101 Understanding AWS Database Options - AWS re: Invent 2012Amazon Web Services
 

Similar to Keynote: Your Future With Cloud Computing - Dr. Werner Vogels - AWS Summit 2012 - NYC (20)

AWS Customer Presentation - Cycle Computing - AWS Summit 2012 - NYC
AWS Customer  Presentation - Cycle Computing - AWS Summit 2012 - NYCAWS Customer  Presentation - Cycle Computing - AWS Summit 2012 - NYC
AWS Customer Presentation - Cycle Computing - AWS Summit 2012 - NYC
 
The Cloud Changing the Game
The Cloud Changing the GameThe Cloud Changing the Game
The Cloud Changing the Game
 
Cloud Architectures - Jinesh Varia - GrepTheWeb
Cloud Architectures - Jinesh Varia - GrepTheWebCloud Architectures - Jinesh Varia - GrepTheWeb
Cloud Architectures - Jinesh Varia - GrepTheWeb
 
AWS Summit Atlanta Keynote
AWS Summit Atlanta KeynoteAWS Summit Atlanta Keynote
AWS Summit Atlanta Keynote
 
Risk Management and Particle Accelerators: Innovating with New Compute Platfo...
Risk Management and Particle Accelerators: Innovating with New Compute Platfo...Risk Management and Particle Accelerators: Innovating with New Compute Platfo...
Risk Management and Particle Accelerators: Innovating with New Compute Platfo...
 
AWS re:Invent 2016: 20k in 20 Days - Agile Genomic Analysis (ENT320)
AWS re:Invent 2016: 20k in 20 Days - Agile Genomic Analysis (ENT320)AWS re:Invent 2016: 20k in 20 Days - Agile Genomic Analysis (ENT320)
AWS re:Invent 2016: 20k in 20 Days - Agile Genomic Analysis (ENT320)
 
Rethinking the cloud_-_limitations_and_oppotunities_-_2011_nexcom
Rethinking the cloud_-_limitations_and_oppotunities_-_2011_nexcomRethinking the cloud_-_limitations_and_oppotunities_-_2011_nexcom
Rethinking the cloud_-_limitations_and_oppotunities_-_2011_nexcom
 
AWS for Media: Content in the Cloud, Miles Ward (Amazon Web Services) and Bha...
AWS for Media: Content in the Cloud, Miles Ward (Amazon Web Services) and Bha...AWS for Media: Content in the Cloud, Miles Ward (Amazon Web Services) and Bha...
AWS for Media: Content in the Cloud, Miles Ward (Amazon Web Services) and Bha...
 
Building Web Applications on AWS - AWS Summit 2012 - NYC
Building Web Applications on AWS - AWS Summit 2012 - NYCBuilding Web Applications on AWS - AWS Summit 2012 - NYC
Building Web Applications on AWS - AWS Summit 2012 - NYC
 
Analytics in the Cloud
Analytics in the CloudAnalytics in the Cloud
Analytics in the Cloud
 
How leading financial services organisations are winning with tech
How leading financial services organisations are winning with techHow leading financial services organisations are winning with tech
How leading financial services organisations are winning with tech
 
What is Cloud Computing with AWS?
What is Cloud Computing with AWS?What is Cloud Computing with AWS?
What is Cloud Computing with AWS?
 
Getting Started with Amazon Redshift
Getting Started with Amazon RedshiftGetting Started with Amazon Redshift
Getting Started with Amazon Redshift
 
AWS Cloud Kata | Taipei - Getting to Scale
AWS Cloud Kata | Taipei - Getting to ScaleAWS Cloud Kata | Taipei - Getting to Scale
AWS Cloud Kata | Taipei - Getting to Scale
 
AWS Cloud School | London - Part 1
AWS Cloud School | London - Part 1AWS Cloud School | London - Part 1
AWS Cloud School | London - Part 1
 
Getting Started with Amazon Redshift
Getting Started with Amazon RedshiftGetting Started with Amazon Redshift
Getting Started with Amazon Redshift
 
Getting Started with Amazon Redshift
Getting Started with Amazon RedshiftGetting Started with Amazon Redshift
Getting Started with Amazon Redshift
 
5 Years Of Building SaaS On AWS
5 Years Of Building SaaS On AWS5 Years Of Building SaaS On AWS
5 Years Of Building SaaS On AWS
 
Cloud Spotting 2017: An overview of cloud computing
Cloud Spotting 2017: An overview of cloud computingCloud Spotting 2017: An overview of cloud computing
Cloud Spotting 2017: An overview of cloud computing
 
DAT101 Understanding AWS Database Options - AWS re: Invent 2012
DAT101 Understanding AWS Database Options - AWS re: Invent 2012DAT101 Understanding AWS Database Options - AWS re: Invent 2012
DAT101 Understanding AWS Database Options - AWS re: Invent 2012
 

More from Amazon Web Services

Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Amazon Web Services
 
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Amazon Web Services
 
Esegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS FargateEsegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS FargateAmazon Web Services
 
Costruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSCostruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSAmazon Web Services
 
Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Amazon Web Services
 
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Amazon Web Services
 
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...Amazon Web Services
 
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsMicrosoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsAmazon Web Services
 
Database Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareDatabase Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareAmazon Web Services
 
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSCrea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSAmazon Web Services
 
API moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAPI moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAmazon Web Services
 
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareDatabase Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareAmazon Web Services
 
Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWSAmazon Web Services
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckAmazon Web Services
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without serversAmazon Web Services
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...Amazon Web Services
 
Introduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceIntroduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceAmazon Web Services
 

More from Amazon Web Services (20)

Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
 
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
 
Esegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS FargateEsegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS Fargate
 
Costruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSCostruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWS
 
Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot
 
Open banking as a service
Open banking as a serviceOpen banking as a service
Open banking as a service
 
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
 
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
 
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsMicrosoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
 
Computer Vision con AWS
Computer Vision con AWSComputer Vision con AWS
Computer Vision con AWS
 
Database Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareDatabase Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatare
 
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSCrea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
 
API moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAPI moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e web
 
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareDatabase Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
 
Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWS
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch Deck
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without servers
 
Fundraising Essentials
Fundraising EssentialsFundraising Essentials
Fundraising Essentials
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
 
Introduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceIntroduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container Service
 

Recently uploaded

From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESmohitsingh558521
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 

Recently uploaded (20)

From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 

Keynote: Your Future With Cloud Computing - Dr. Werner Vogels - AWS Summit 2012 - NYC

  • 1. Your Future with Cloud Computing Dr. Werner Vogels CTO, Amazon.com
  • 2. AWS Global Infrastructure GovCloud US West US West US East South EU Asia Asia (US ITAR (Northern (Oregon) (Northern America (Ireland) Pacific Pacific Region) California) Virginia) (Sao Paulo) (Singapore) (Tokyo) AWS Regions AWS Edge Locations
  • 3. Powering the Most Popular Internet Businesses
  • 5. The Scale of AWS: Amazon S3 Growth 905 Billion Peak Requests: 650,000+ 762 Billion per second Total Number of Objects Stored in Amazon S3 262 Billion 102 Billion 14 Billion 40 Billion 2.9 Billion Q4 2006 Q4 2007 Q4 2008 Q4 2009 Q4 2010 Q4 2011 Q1 2012
  • 6. Our Price Reduction Philosophy Scale & Innovation… … Drive Costs Down Attract More Invest in Customers Capital 19 Price Reductions Reduce Invest in Prices Technology Improve Efficiency
  • 7. The AWS Mission Enable businesses and developers to use web services to build scalable, sophisticated applications.
  • 9. The Seven Transformations of Cloud Computing
  • 10. A common misconception: cloud computing is only about…. Saving money Doing things faster
  • 12. Transformation 1: Distributed Architectures Made Easy High Availability
  • 13. Building Distributed Architectures with Traditional Infrastructure is Difficult
  • 14. Cloud Computing Makes This Easier Distributed Multi-AZ Building Loosely Coupled Infrastructure Services Blocks Process Coordination AWS Regions S3 EC2 SWF Instances DynamoDB SNS Availability Zones Elastic Load RDS Balancer SQS
  • 15. Architecture Templates for Common Patterns MICROSOFT SHAREPOINT aws.amazon.com/architecture
  • 16.
  • 17. … open source Simian Army coming soon
  • 19. Washington Post Social Reader Facebook App launched September 22, 2011 First three months 7 million installed users Six month anniversary 25+ mm users 73% of users are under age 35 46% are under age 25 55% of users are female
  • 20.
  • 21.
  • 22. Social Reader Architecture Social Reader Reads Article Service Social Service Interest Analysis
  • 23. Article Service ELB Article Service ElastiCache SOLR RDS S3 Harvest, Classifier Pipeline
  • 24. Interest Analysis S3 EMR SDB
  • 25. Social Service ELB Social Service ElastiCache SDB
  • 26. Operations and Monitoring Auto Scaling CloudWatch CloudFront Simple Email Service EC2 AMIs
  • 28. Transformation 2: Embracing the security advantages of shared systems
  • 29.
  • 30. Applications Flexibility to Choose the Right Your Apps Security Model for Each Application Infrastructure AWS Security Infrastructure SOC 1/SSAE 16/ISAE 3402, Every Customer Gets the ISO 27001, PCI DSS, HIPAA, ITAR, FISMA Moderate, FIPS 140-2 Highest Level of Security
  • 31. Kit, go faster Transformation 3: From Scaling by Architecture … to Scaling By Yes Command Michael
  • 32. Scaling by Architecture: NoSQL Database Cluster Set up Config & Shard & Rinse & more servers Tune Repartition Repeat
  • 33. Scaling by Command with Amazon DynamoDB Amazon DynamoDB Data is automatically spread across enough hardware to deliver single digit millisecond latency.
  • 35. Transformation 4: A Supercomputer in the Hands of Every Developer
  • 36. Supercomputers Today are Privileges of the Elite Expensive Rationed time Only for the “highest value” jobs
  • 37. Supercomputers by the Hour… for Everyone. AWS built the 42nd fastest supercomputer in the world 1,064 Amazon EC2 CC2 instances with17,024 cores 240 teraflops cluster (240 trillion calculations per second) Less than $1,000 per hour
  • 39. Helps do the science we’re capable of
  • 40.
  • 41. 30000 CycleCloud HPC Cluster Needed by Users 25000 20000 # Cores 15000 10000 5000 0 2008 2008.5 2009 2009.5 2010 2010.5 2011 2011.5 Year
  • 42. 50,000-core CycleCloud Utility Supercomputer on AWS
  • 43. With Nimbus Discovery, looking at a cancer drug target
  • 44. How big is 50,000 cores? Why does this matter?
  • 46. Every day is crucial and costly
  • 47. Let’s look at drug designers trying to treat these diseases
  • 48. Develops leading computational chemistry algorithms
  • 49. Drug Design involves identifying protein targets
  • 50. Flickr: AMagill Which are like locks
  • 51. Then finding molecules that may fit
  • 52. Find the matches in millions of molecules
  • 53. But, internal HPC clusters are too small when you need them most… and too large every other time.
  • 54. Challenge: To run a virtual screen with a higher accuracy algorithm & 21 million compounds
  • 56. Management Software CycleCloud HPC Cluster - Scales to 50,000+ cores - Automation & Error Handling Secure, HPC Massive Scale - Encryption & Key Mgmt Cluster Based upon workload - Elastic, Massive CPU/FS - Data scheduling, migration User Data & Chef Application Traditional Reporting & Shared (SW Aware Scheduler Audit FS config) Movement CC1/CCG EBS Instances S3 EBS
  • 57. Now I could bore you with infrastructure details
  • 61. Resource Count Total Instances 6,742 ($20+ million datacenter spend) - c1.xlarge instances 5,435 - c1.medium instances 779 - cc1.4xlarge instances 297 - cc2.8xlarge instance 231 cores 51,132 RAM 58.78-TB AWS Regions All (7: us-east, us-west1, us-west2, eu-west, sa-east, ap-northeast, ap-southeast )
  • 62. Metric Count Compute Hours of Work 109,927 hours Compute Days of Work 4,580 days Compute Years of Work 12.55 years Ligand Count ~21 million ligands Using CycleCloud & AWS The impossible run finished in…
  • 64. Metric Count Compute Hours of Work 109,927 hours Compute Days of Work 4,580 days Compute Years of Work 12.55 years Ligand Count ~21 million ligands Instead of $20+ Million in infrastructure: At Peak Cost: $4828.85/hr to run
  • 65. With Nimbus Discovery, already acquiring the “new leads”
  • 66. Every day is crucial and costly...
  • 68. Make impossible Big Science, possible.
  • 71. Traditional Infrastructure Drives up the Cost of Failure … Innovation Suffers How many big ticket technology ideas can your budget tolerate?
  • 72. Experiment Often & Fail Quickly with AWS     Cost of failure falls dramatically People are free to try out new ideas   More risk taking, more innovation      
  • 73.
  • 74. Transformation 6: Big Data without Big Servers
  • 75. Attacking Big Data Problems Shouldn’t Be This Complicated Storing Massive Data Investing In Expensive Volumes Into A Huge Data Server Clusters To Process Warehouse The Data
  • 76. The Cloud Makes This a Lot Simpler Hadoop Clusters Amazon S3 Amazon DynamoDB Amazon EMR Load Data in Organize & Visualize the Cloud Analyze Data Results 1 2 3
  • 77.
  • 78. Transformation 7: Mobile Ecosystem for a Mobile-First World
  • 80. What Your Mobile App Requires Rich media experience Virtual goods economy Multi-device access Recommendations Location context aware Integration with social networks Real-time presence driven Advertisement Social graph based Premium support User generated content
  • 82. Jon Brendsel VP of Products
  • 84. PBS Video for iPad PBSKids Video for iPad Launched Nov ‘10 Launched April ‘11
  • 85. Fun With Numbers - February 2012 Total Video Mobile Video Unique visitors: 30M/mo 115k unique visitors per day Visits: 57M/mo 310k daily app opens Page views: 367M / mo 27% of hours watched, 40% of streams Video streams: 145M/mo Hours watched: 2.3M/mo
  • 86. Mobile Video Architecture 5 AWS accounts 377 EC2 machines 71 ELBs 295 Elastic IPs 69 RDS databases 387 EBS volumes 173 S3 buckets 20 CloudFront distributions
  • 88. What’s New in the AWS Cloud Adam Selipsky VP of Sales, Marketing & Support
  • 89. AWS Pace of Innovation… 82 Including: AWS Oregon Region 61 Elastic Beanstalk (Beta) Including: Amazon SES (Beta) Amazon SNS AWS CloudFormation Amazon CloudFront Amazon RDS for Oracle Amazon Route 53 AWS Direct Connect 48 S3 Bucket Policies AWS GovCloud (US) Including: RDS Multi-AZ Support Amazon ElastiCache Amazon RDS RDS Reserved Databases VPC Virtual Networking Amazon VPC AWS Import/Export VPC Dedicated Instances Amazon EMR AWS IAM Beta SMS Text Notification 24 EC2 Auto Scaling AWS Singapore Region CloudFront Live Streaming Including: EC2 Reserved Instances Cluster Instances for EC2 AWS Tokyo Region Amazon SimpleDB EC2 Elastic Load Balance Micro Instances for EC2 SAP RDS on EC2 9 Amazon Cloudfront AWS Import/Export Amazon Linux AMI SAP BO on EC2 Including: Amazon EBS AWS Mngmt Console Oracle Apps on EC2 Win Srv 2008 R2 on EC2 Amazon FPS EC2 Availability Zones Win Srv 2008 on EC2 SUSE Linux on EC2 Win Srv 2003 VM Import Red Hat Enterprise on EC2 EC2 Elastic IP Addresses IBM Apps on EC2 VM Import for EC2 Amazon S3 SSE 2007 2008 2009 2010 2011
  • 90. …Continuing in the First Quarter of 2012 15 Amazon DynamoDB in Europe Storage Gateway in South America CloudFront Live Streaming Route 53 Latency Based Routing PHP and Git for Elastic Beanstalk CloudFront Lowers Content Expiration 7 RDS Increases Backup Retention IAM Password Management Amazon DynamoDB 6 IAM User Access to Account Billing AWS Storage Gateway Amazon Simple Workflow Service Amazon RDS Free Trial program Amazon RDS on Amazon VPC Amazon DynamoDB in Japan Amazon EC2 Medium Instances AWS IAM Identity Federation ElastiCache in Oregon and Sao Paulo 64-bit AMI on Small & Medium Windows Free Usage Tier Amazon S3 Lower Prices EC2 Linux Login from Console New Premium Support Features AWS CloudFormation for VPC Beanstalk Resource Permissions New AWS Direct Connect Locations New Osaka and Milan Edge Locations EC2, RDS, ElastiCache Lower Prices January February March
  • 91. AWS Direct Connect Private secure connection to AWS AWS Cloud Bypass the public Internet AWS Direct Connect High bandwidth and predictable Internet latency Corporate Data Center
  • 92. Amazon DynamoDB Non Relational (NoSQL) Database Fast & predictable performance Seamless Scalability Zero administration “Even though we have years of experience with large, complex NoSQL architectures, we are happy to be finally out of the business of managing it ourselves.” - Don MacAskill, CEO
  • 93. AWS Storage Gateway Easily backup on-premises data to AWS Snapshots in S3 Amazon S3 Store snapshots in Amazon S3 for backup and disaster recovery Simple software appliance - no changes required to your on-premises architecture AWS Storage Gateway Your Data Center
  • 94. Amazon Simple Workflow Service Run application workflows and business processes on AWS Amazon SWF Manage processes across Cloud, mobile and on-premises environments Cloud Mobile On Premises Use any programming language for workflow logic
  • 95. Amazon CloudSearch Fully managed search service Up and running in less than an hour Automatically scales for data and traffic Starting at less than $100 / month
  • 97. PHP & Git Deployment for AWS Beanstalk git push Elastic Beanstalk Run and manage existing PHP applications with no changes to application code PHP Your App Apache HTTP Server Amazon Provides full control over the Linux infrastructure and the software Elastic Load Balancer yourApp.elasticbeanstalk.com
  • 98. AWS Marketplace – Live Today! Find, buy and run software running on AWS More than 250 listings at launch Sell your software or SaaS app to our hundreds of thousands of customers aws.amazon.com/marketplace
  • 100. Thank You to Our Sponsors Diamond Gold Silver Expo