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November 18, 2019 | San Diego, California
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Monday, November 18 • 2:30pm - 2:50pm
Building a Performant Configuration-Store Layer - Guarav Agarwal, VMware

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Frequently, one needs an “ordered-log” model that has the characteristic of appending to the End of the key-space. For example, one such use-case is to model a “change-log” table, that maintains an ordered-history of changes that are happening to some other data/state. Typically, in FDB, this model is implemented by prefixing the change-keys with VersionStamp, to provide a strong ordering between change records.

However, this creates write-hotspots due to the inherent concentration of new rows to a specific shard at any given time.

We would like to present a technique that can help solve this problem by avoiding this severe concentration of keys, while still preserving the desired ordering, at the cost of some overhead at read-time, and some conflicts at write time. The conflicts could possibly be solved with potential enhancement in FDB core (https://bit.ly/2M6twot).

Speakers
GA

Gaurav Agarwal

Staff-2 Engineer, VMware, Inc.
I work on VMWare's Network Insight's infrastructure layer team to build robust and scalable distributed storage systems: configuration-stores, metric time-series stores and flow analysis systems. In the past, I have had an opportunity to work on very large scale data processing and... Read More →



Monday November 18, 2019 2:30pm - 2:50pm
Grand Ballroom 8
  • Session Slides Included Yes