TinyCache-An Effective Cache Admission Filter

Research output: Contribution to journalConference articlepeer-review

2 Scopus citations

Abstract

Effective management policies for datastore caches should provide good hit-ratios on a large number of workloads, operate in constant time, and maintain a small amount of metadata. In certain workloads, cache stability is an important metric, as limiting the number of cache updates can improve power consumption, increase the life expectancy of flash memories, and conserve network bandwidth in distributed settings. This paper introduces TinyCache, a compact table based management policy for datastore caches. TinyCache achieves similar hit ratio compared to the leading alternatives while operating in worst case constant time and only accessing a fixed sized memory word for each update. TinyCache encodes its metadata in a memory optimal manner and reduces the number of cache updates by up to X6 compared to state of the art.

Original languageEnglish
Pages (from-to)1-6
Number of pages6
JournalProceedings - IEEE Global Communications Conference, GLOBECOM
Volume2018-January
DOIs
StatePublished - 1 Jan 2017
Externally publishedYes
Event2017 IEEE Global Communications Conference, GLOBECOM 2017 - Singapore, Singapore
Duration: 4 Dec 20178 Dec 2017

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Hardware and Architecture
  • Signal Processing

Fingerprint

Dive into the research topics of 'TinyCache-An Effective Cache Admission Filter'. Together they form a unique fingerprint.

Cite this