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Streaming Auto-scaling in Google Cloud Dataflow
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| by Manuel Fahndrich Follow 0 Followers on May 01, 2016 | NOTICE: The next QCon is in London Mar 5-9, 2018. Join us!

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46:52

Summary
Manuel Fahndrich describes how they tackled one particular resource allocation aspect of Google Cloud Dataflow pipelines, namely, horizontal scaling of worker pools as a function of pipeline input rate. Managing the redistribution of key ranges across new pool sizes and the associated persistent data storage was particularly challenging.

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Bio

Manuel Fahndrich earned his Ph.D. in C.S. from UC Berkeley in 1999. He spent the next 15 years as a Research Scientist at Microsoft, working on static and dynamic verification tools for object-oriented programs and system software. After joining Google in 2014 he has been working on data-parallel infrastructure, in particular auto-scaling for batch and streaming pipelines.

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