Limited Associativity Makes Concurrent Software Caches a Breeze

Dolev Adas, Gil Einziger, Roy Friedman

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

Software caches optimize the performance of diverse storage systems, databases and other software systems. Existing works on software caches automatically resort to fully associative cache designs. Our work shows that limited associativity caches are a promising direction for concurrent software caches. Specifically, we demonstrate that limited associativity enables simple yet efficient realizations of multiple cache management schemes that can be trivially parallelized. We show that the obtained hit ratio is usually similar to fully associative caches of the same management policy, but the throughput is improved by up to x5 compared to production-grade caching libraries, especially in multi-threaded executions.

Original languageEnglish
Title of host publicationICDCN 2022 - Proceedings of the 2022 International Conference on Distributed Computing and Networking
PublisherAssociation for Computing Machinery
Pages87-96
Number of pages10
ISBN (Electronic)9781450395601
DOIs
StatePublished - 4 Jan 2022
Event23rd International Conference on Distributed Computing and Networking, ICDCN 2022 - Virtual, Online, India
Duration: 4 Jan 20227 Jan 2022

Publication series

NameACM International Conference Proceeding Series

Conference

Conference23rd International Conference on Distributed Computing and Networking, ICDCN 2022
Country/TerritoryIndia
CityVirtual, Online
Period4/01/227/01/22

Keywords

  • Limited Associativity
  • Parallel Caches
  • Software Cache
  • Wait-Free

ASJC Scopus subject areas

  • Software
  • Human-Computer Interaction
  • Computer Vision and Pattern Recognition
  • Computer Networks and Communications

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