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Cache Replacement Policies for Improving LLC Performance in Multi-Core Processors

by Muthukumar S, Jawahar P.k
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 105 - Number 8
Year of Publication: 2014
Authors: Muthukumar S, Jawahar P.k
10.5120/18396-9655

Muthukumar S, Jawahar P.k . Cache Replacement Policies for Improving LLC Performance in Multi-Core Processors. International Journal of Computer Applications. 105, 8 ( November 2014), 12-17. DOI=10.5120/18396-9655

@article{ 10.5120/18396-9655,
author = { Muthukumar S, Jawahar P.k },
title = { Cache Replacement Policies for Improving LLC Performance in Multi-Core Processors },
journal = { International Journal of Computer Applications },
issue_date = { November 2014 },
volume = { 105 },
number = { 8 },
month = { November },
year = { 2014 },
issn = { 0975-8887 },
pages = { 12-17 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume105/number8/18396-9655/ },
doi = { 10.5120/18396-9655 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:37:09.680082+05:30
%A Muthukumar S
%A Jawahar P.k
%T Cache Replacement Policies for Improving LLC Performance in Multi-Core Processors
%J International Journal of Computer Applications
%@ 0975-8887
%V 105
%N 8
%P 12-17
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Poor cache memory management can have adverse impact on the overall system performance. In a Chip Multi-Core (CMP) scenario, this effect can be enhanced as every core has a private cache apart from a larger shared cache. Replacement policy plays a key role in managing cache data. So it needs to be extremely efficient in order to extract the maximum potential of the cache memory. Over the years versatile set of replacement policies have been proposed and implemented and few of them (LRU, MRU etc) have proven to work well compared to others. However recent works have shown that few counter based replacement strategies have marginally outperformed LRU for certain workloads as LRU does not dynamically adapt to changing workload patterns. This work explores three counter based replacement techniques namely Context-Based Data Pattern Exploitation (CB-DPET), Logical Cache Partitioning Technique (LCP) and Sharing and Hit-Based Prioritizing Technique (SHP). Evaluation is carried out on 4 core and 8 core platforms (apart from 2 core platform which was already done as part of previous works) using PARSEC benchmarks and various performance metrics like throughput speedup, hit rate etc are captured and compared with that of LRU. All the three methods have produced better results on the performance metrics when compared to LRU.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Cache Counter Throughput Hit Rate Replacement.

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