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AWS Start-Up Event - NYC
Privileged & Confidential                  May 28th 2009
All Rights Reserved, © 2009, AdMeld Inc.
About AdMeld


          AdMeld helps large publishers manage and
           optimize their unsold ad inventory

                   –     Founded October 2007 in NYC
                   –     Technology team of 12
                   –     $7M in funding
                   –     Use a blend of AWS and traditional data centers
                   –     Recent AWS features are improving every service we use



Privileged & Confidential
                                                 1
© 2009, AdMeld Inc. All Rights Reserved.
Things We Do


          Serve 8 billion ad server requests per month to 100
           million unique users with average response time <
           100ms

          Pull 5,000 daily accounts from 200 ad networks
           through web automation

          Store and process 50 billon historical transactions


Privileged & Confidential
                                           2
© 2009, AdMeld Inc. All Rights Reserved.
Challenges


          High fluctuations in ad server request volume due
           to changes in customer traffic and sell-through rates

          Ad server response times sensitive to internet
           routing and congestion issues

          Web scraping sensitive to slow reporting systems
           and variable timing of new reports at ad networks

          100% uptime

Privileged & Confidential
                                           3
© 2009, AdMeld Inc. All Rights Reserved.
Defcon Data Center

          Complete virtual data center with
           ad serving, user session
           management, and log crunching

          EC2 withround robin DNS, now looking at Elastic
           Load Balancing

          Launched and enabled within 10 minutes

          Great for large events, internet “brown outs”, and
           maintenance windows from one of our providers
Privileged & Confidential
                                           4
© 2009, AdMeld Inc. All Rights Reserved.
Web Automation Army


          Kick-off and manage hundreds of
           parallel Firefox sessions within X
           windows environment

          EC2 with custom controller application, thinking
           about Auto Scaling

          Maximizes on demand throughput while
          minimizing cost


Privileged & Confidential
                                           5
© 2009, AdMeld Inc. All Rights Reserved.
Virtual Data Warehouse

          All keyserverlogs stored permanently
           on S3

          Originally pulled data off when needed,
           now mixing in Elastic Map Reduce to
           do analysis in place

          Stream compressed data directly from Hadoop to S3
           with clustered upload

          Logs broken into 15 minute segments. Data available
           within 20 minutes of real time
Privileged & Confidential
                                           6
© 2009, AdMeld Inc. All Rights Reserved.
Why We Love AWS


          Solves some very difficult problems that aren’t part
           of our core value proposition

          Maximum flexibility (within AWS and with our
           other data centers)

          APIs for everything

          Higher productivity with smaller team

Privileged & Confidential
                                           7
© 2009, AdMeld Inc. All Rights Reserved.
We’re Hiring!
       Technical Project Manager
       Open Source Java Engineer

      jobs@admeld.com




   Thank You
Privileged & Confidential
                                           8
© 2009, AdMeld Inc. All Rights Reserved.

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AWS Customer Presentation - Admeld

  • 1. AWS Start-Up Event - NYC Privileged & Confidential May 28th 2009 All Rights Reserved, © 2009, AdMeld Inc.
  • 2. About AdMeld  AdMeld helps large publishers manage and optimize their unsold ad inventory – Founded October 2007 in NYC – Technology team of 12 – $7M in funding – Use a blend of AWS and traditional data centers – Recent AWS features are improving every service we use Privileged & Confidential 1 © 2009, AdMeld Inc. All Rights Reserved.
  • 3. Things We Do  Serve 8 billion ad server requests per month to 100 million unique users with average response time < 100ms  Pull 5,000 daily accounts from 200 ad networks through web automation  Store and process 50 billon historical transactions Privileged & Confidential 2 © 2009, AdMeld Inc. All Rights Reserved.
  • 4. Challenges  High fluctuations in ad server request volume due to changes in customer traffic and sell-through rates  Ad server response times sensitive to internet routing and congestion issues  Web scraping sensitive to slow reporting systems and variable timing of new reports at ad networks  100% uptime Privileged & Confidential 3 © 2009, AdMeld Inc. All Rights Reserved.
  • 5. Defcon Data Center  Complete virtual data center with ad serving, user session management, and log crunching  EC2 withround robin DNS, now looking at Elastic Load Balancing  Launched and enabled within 10 minutes  Great for large events, internet “brown outs”, and maintenance windows from one of our providers Privileged & Confidential 4 © 2009, AdMeld Inc. All Rights Reserved.
  • 6. Web Automation Army  Kick-off and manage hundreds of parallel Firefox sessions within X windows environment  EC2 with custom controller application, thinking about Auto Scaling  Maximizes on demand throughput while minimizing cost Privileged & Confidential 5 © 2009, AdMeld Inc. All Rights Reserved.
  • 7. Virtual Data Warehouse  All keyserverlogs stored permanently on S3  Originally pulled data off when needed, now mixing in Elastic Map Reduce to do analysis in place  Stream compressed data directly from Hadoop to S3 with clustered upload  Logs broken into 15 minute segments. Data available within 20 minutes of real time Privileged & Confidential 6 © 2009, AdMeld Inc. All Rights Reserved.
  • 8. Why We Love AWS  Solves some very difficult problems that aren’t part of our core value proposition  Maximum flexibility (within AWS and with our other data centers)  APIs for everything  Higher productivity with smaller team Privileged & Confidential 7 © 2009, AdMeld Inc. All Rights Reserved.
  • 9. We’re Hiring!  Technical Project Manager  Open Source Java Engineer jobs@admeld.com Thank You Privileged & Confidential 8 © 2009, AdMeld Inc. All Rights Reserved.