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java :'(
Just send the RequestManager to a queue for some worker thread / set of worker threads to process
might need to add a method to the requestmanager to update the estimate or expose the requestId
If there's an exact(-ish) match on dynamodb, update the estimate that we stored before
Start with some known-not-terrible estimate, then periodically fetch data from DynamoDB (preferrably computing linear regression weights on DynamoDB)
the linear regression coefficients could be improved from dynamodb data
not sure how easy it is to do it in dynamodb tho
In AutoScaler, we launch instances when the avg load on all ready instances exceeds MAX_INSTANCE_LOAD
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