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Continuous Deployment with Spark Streaming (Part II)

April 16, 2018

In Part 1 of this series, we gave a brief look into the data platform at Wealthfront, focusing on how we minimize data processing downtime while redeploying our Spark Streaming jobs. In this final part of this series, we will describe how we coordinate the data in our serving layer and wrap the blog post… Read more

Continuous Deployment with Spark Streaming (Part I)

April 06, 2018

Here at Wealthfront, our mission is to democratize access to sophisticated financial advice. One of the ways we accomplish that is by applying data processing technologies to financial services. In this two-part blog post we will describe how our near-real time data platform is built to support continuous deployment in order to allow us to… Read more