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#Key-Value Stores

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Jun 2023Parth SinhaWorkshop on ML for Systems (MLSys)

Learned Indices for Distributed Key-Value Stores

We explore the applicability of learned index structures to distributed key-value stores, demonstrating that model-based indices can reduce lookup latency by 22% with a modest increase in memory footprint on skewed workloads.

machine learningdistributed systemsindexingkey-value stores