Improve Presto Architectural Decisions with Shadow Cache

This talk describes the design of shadow cache, a lightweight component to track the working set size of Alluxio cache. Shadow cache can keep track of the working set size over the past window dynamically, and is implemented by a series of bloom filters. We’ve deployed the shadow cache in Facebook Presto and leverage the result to understand the system bottleneck and help with routing design decisions.

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Alluxio Day VI

Community Virtual Event *

Join us for our 6th Alluxio Day community virtual event featuring speakers from Join us for our 4th Alluxio Day community virtual event featuring speakers from Facebook, Princeton, Apache Hudi, Zendesk, and Uber.