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Open sourcing Dicer: Databricks's auto-sharder

https://www.databricks.com/blog/open-sourcing-dicer-databricks-auto-sharder
40•vivek-jain•3h ago

Comments

ayf•3h ago
Does anyone else have something similar?

What are some use cases that you found are useful?

vivek-jain•2h ago
Sharded in-memory caching turns out to be rather useful at scale :)

Some of the key examples highlighted on our blog are Unity Catalog, which is essentially the metadata layer for Databricks, our Query Orchestration Engine, and our distributed remote cache. See the blog post for more!

louis-paul•26m ago
Sounds related to Google Slicer: https://research.google/pubs/slicer-auto-sharding-for-datace...
WookieRushing•3m ago
These show up once you have a certain scale where it is either cost inefficient or the hot spots are very dynamic. They also try to avoid latency by being eventually consistent sidecars instead of proxies.

I’ve seen them used for traffic routing, storage system metadata systems, distributed cache etc

khaki54•1h ago
Seems weird to call it sharding since it's not sharding indexed datasets or anything like that. Is this just a tool to mitigate Databricks’ internal service-scaling challenges?

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43•7777777phil•4h ago•16 comments

Open sourcing Dicer: Databricks's auto-sharder

https://www.databricks.com/blog/open-sourcing-dicer-databricks-auto-sharder
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