Why Microservices Suck At Machine Learning...and What You Can Do About Itby@simba-khadder
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Why Microservices Suck At Machine Learning...and What You Can Do About It

by Simba Khadder9mMay 7th, 2020
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Simba Khadder is an ex-Googler and the creator of StreamSQL.io, a Feature Store for Machine Learning.io. In this article, I'll describe why microservice oriented architectures suck for machine learning. I'll then lay out how companies like AirBnB and Uber used a feature store like StreamSQL to manage it. I wouldn't advocate that we stop using microservices, but if you want to fit in a ML project in an already in-place strict microservice architecture, you're doomed.

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Simba Khadder is an ex-Googler and the creator of StreamSQL.io, a Feature Store for Machine Learning

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Simba Khadder@simba-khadder
Simba Khadder is an ex-Googler and the creator of StreamSQL.io, a Feature Store for Machine Learning

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