WEC: Improving Durability of SSD Cache Drives by Caching Write-Efficient Data

Yunpeng Chai, Zhihui Du, Xiao Qin, David A. Bader

Research output: Contribution to journalArticlepeer-review

26 Scopus citations

Abstract

Serving as cache disks, flash-based solid-state drives (SSDs) can significantly boost the performance of read-intensive applications. However, frequent data updating, the necessary condition for classical replacement algorithms (e.g., LRU, MQ, LIRS, and ARC) to achieve a high hit rate, makes SSDs wear out quickly. To address this problem, we propose a new approach - write-efficient caching (WEC) - to greatly improve the write durability of SSD cache. WEC is conducive to reducing the total number of writes issued to SSDs while achieving high hit rates. WEC takes two steps to improve write durability and performance of SSD cache. First, WEC discovers write-efficient data, which tend to be active for a long time period and to be frequently accessed. Second, WEC keeps the write-efficient data in SSDs long enough to avoid excessive number of unnecessary updates. Our findings based on a wide range of popular real-world traces show that write-efficient data does exist in a wide range of popular read-intensive applications. Our experimental results indicate that compared with the classical algorithms, WEC judiciously improves the mean hits of each written block by approximately two orders of magnitude while exhibiting similar or even higher hit rates.

Original languageEnglish (US)
Article number7035001
Pages (from-to)3304-3316
Number of pages13
JournalIEEE Transactions on Computers
Volume64
Issue number11
DOIs
StatePublished - Nov 1 2015
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Software
  • Theoretical Computer Science
  • Hardware and Architecture
  • Computational Theory and Mathematics

Keywords

  • Cache drives
  • endurance
  • flash
  • SSD
  • write-efficient data

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