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Author:

Fang Juan (Fang Juan.) (Scholars:方娟) | Wang Jing (Wang Jing.) | Li Chengyan (Li Chengyan.) | Yao Zhicheng (Yao Zhicheng.) | Ke Weimao (Ke Weimao.)

Indexed by:

EI Scopus SCIE

Abstract:

The Least recently used (LRU) replacement has been widely employed by on-chip shared caches. With the increase of cache associativity, the performance gap between LRU and theoretical optimal replacement algorithm is significant, motivating us to design alternative replacement algorithms to improve cache performance. We propose a Partition-based cache replacement (PCR) algorithm to manage multi-core shared L2 caches. PCR takes into consideration recency and frequency information of cache access, and cache resource interference among multiple competing applications. PCR is effective to filter out the less frequently reused blocks through a dynamic insertion/promotion policy based on the target partitions, and ensures that some fraction of the working set is retained in the cache to contribute to more hits. Our evaluation shows that PCR improves performance of an 8-core system by an average of 11.3% over LRU-based cache.

Keyword:

Cache partition Multi-core Shared cache Replacement algorithm

Author Community:

  • [ 1 ] [Fang Juan]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China
  • [ 2 ] [Li Chengyan]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China
  • [ 3 ] [Yao Zhicheng]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China
  • [ 4 ] [Wang Jing]Capital Normal Univ, Coll Informat Engn, Beijing 100048, Peoples R China
  • [ 5 ] [Ke Weimao]Drexel Univ, Coll Comp & Informat, Chapel Hill, NC USA

Reprint Author's Address:

  • [Wang Jing]Capital Normal Univ, Coll Informat Engn, Beijing 100048, Peoples R China

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Source :

CHINESE JOURNAL OF ELECTRONICS

ISSN: 1022-4653

Year: 2014

Issue: 3

Volume: 23

Page: 464-467

1 . 2 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:176

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

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