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Runa on AWS Big Data & Machine Intelligence for a SaaS Startup
Runa
aSaaS
convertsShoppers to Buyers
forOnline Commerce Sites
by presentingDynamic Personalized Promotions
on theMerchant’s Website
inReal-Time
in the Shopping Flow
Tech Challenges
Big Data
JavaScript client collects activity on every Merchant page for every Shopper
One or more Ajax call & Event Store to Runa per Merchant page view
Step function increase of calls and stores as each new Merchant added
We capture everything we can and store it forever
Expecting to grow to thousands of merchants
That’s a lot of Data
Processing Data withMachine Intelligence
Batch Processing forStatistical Analysisand Reports
Real-Time Rule based inserts of Promotions
Tech Challenges Synopsis Big Data & Processing Step Function Growth Batch Processing Real-Time Promotions
Why AWS for Runa?
At First(a couple years ago)
Not Much Money in the Bank
Didn’t Know exactly what were making
Or exactly how we were going to do it
Prototyped with Ruby / Rails / MySQL
ThenPrototype became Production
EC2 & AWS let us scale the prototype to Beta Production
Flexibility to incrementally refine service & infrastructure
Confidence we could scale as we added Merchants
More RecentlyIncrementally added next-gen Tech & Full Production
Goal: Everything Horizontally Scalable
Batch Processing & Infinite StorageMap / Reduce& BigTable viaHadoop & HBase
Flexible Real-Timeparallel processingvia Clojure / Swarmiji
Deployment & Configuration ManagementviaOpscode Chef
Good Things
Able to Start Small
ThenGROW BIGGER
Having the flexibility to throw “Hardware” at our Prototype got us to market faster
Ability to launch test and staging environments almost at will
“Hardware” as “Software”
Living in “interesting” times
Managing Complexitylots of moving parts
Easy to launch a few instances
Impossible to manage horizontal stacks“by hand”
Must have tool like Opscode Chef
Chef automates deployment & puts it under Revision Control
There’s going to be some blood when using cutting edge tech
Lots of Learning Curves to climb
Useful Monitoring is hard but Critical
HBase on AWS may be dangerousbecause of Hadoop namenode SPOF
EC2 bill can surprise you if you cavalierly deploy multiple versions of horizontally scalable environments

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