Experimental evaluation of a compiler-based cache energy optimization strategy

M. Kandemir; I. Kolcu; I. Kadayif

doi:10.1109/ASIC.2002.1158074

Experimental evaluation of a compiler-based cache energy optimization strategy

M. Kandemir
, I. Kolcu
, I. Kadayif

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this paper, we present experimental results from an optimization strategy that aims at reducing per access energy cost for direct-mapped data caches. We have developed a compiler algorithm that uses access pattern analysis to determine those references that are certain to result in cache hits (called 'certain hits') in a virtually-addressed, direct-mapped data cache. After detecting such references, the compiler substitutes the corresponding load operations with 'energy-efficient loads' that access only data array of cache instead of both tag and data arrays. This tag access elimination, in turn, reduces the per access energy consumption for data accesses. Our experimental results indicate that certain hits constitute a large percentage of total hits. They also show that even our most conservative strategy improves the data cache energy consumption by 11% on the average.

Original language	English (US)
Title of host publication	Proceedings - 15th Annual IEEE International ASIC/SOC Conference, ASIC/SOC 2002
Editors	John Chickanosky, Ram K. Krishnamurthy, P.R. Mukund
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	296-300
Number of pages	5
ISBN (Electronic)	0780374940
DOIs	https://doi.org/10.1109/ASIC.2002.1158074
State	Published - Jan 1 2002
Event	15th Annual IEEE International ASIC/SOC Conference, ASIC/SOC 2002 - Rochester, United States Duration: Sep 25 2002 → Sep 28 2002

Publication series

Name	Proceedings of the Annual IEEE International ASIC Conference and Exhibit
Volume	2002-January
ISSN (Print)	1063-0988

Other

Other	15th Annual IEEE International ASIC/SOC Conference, ASIC/SOC 2002
Country/Territory	United States
City	Rochester
Period	9/25/02 → 9/28/02

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Access to Document

10.1109/ASIC.2002.1158074

Cite this

Kandemir, M., Kolcu, I., & Kadayif, I. (2002). Experimental evaluation of a compiler-based cache energy optimization strategy. In J. Chickanosky, R. K. Krishnamurthy, & P. R. Mukund (Eds.), Proceedings - 15th Annual IEEE International ASIC/SOC Conference, ASIC/SOC 2002 (pp. 296-300). Article 1158074 (Proceedings of the Annual IEEE International ASIC Conference and Exhibit; Vol. 2002-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ASIC.2002.1158074

Kandemir, M. ; Kolcu, I. ; Kadayif, I. / Experimental evaluation of a compiler-based cache energy optimization strategy. Proceedings - 15th Annual IEEE International ASIC/SOC Conference, ASIC/SOC 2002. editor / John Chickanosky ; Ram K. Krishnamurthy ; P.R. Mukund. Institute of Electrical and Electronics Engineers Inc., 2002. pp. 296-300 (Proceedings of the Annual IEEE International ASIC Conference and Exhibit).

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abstract = "In this paper, we present experimental results from an optimization strategy that aims at reducing per access energy cost for direct-mapped data caches. We have developed a compiler algorithm that uses access pattern analysis to determine those references that are certain to result in cache hits (called 'certain hits') in a virtually-addressed, direct-mapped data cache. After detecting such references, the compiler substitutes the corresponding load operations with 'energy-efficient loads' that access only data array of cache instead of both tag and data arrays. This tag access elimination, in turn, reduces the per access energy consumption for data accesses. Our experimental results indicate that certain hits constitute a large percentage of total hits. They also show that even our most conservative strategy improves the data cache energy consumption by 11\% on the average.",

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Kandemir, M, Kolcu, I & Kadayif, I 2002, Experimental evaluation of a compiler-based cache energy optimization strategy. in J Chickanosky, RK Krishnamurthy & PR Mukund (eds), Proceedings - 15th Annual IEEE International ASIC/SOC Conference, ASIC/SOC 2002., 1158074, Proceedings of the Annual IEEE International ASIC Conference and Exhibit, vol. 2002-January, Institute of Electrical and Electronics Engineers Inc., pp. 296-300, 15th Annual IEEE International ASIC/SOC Conference, ASIC/SOC 2002, Rochester, United States, 9/25/02. https://doi.org/10.1109/ASIC.2002.1158074

Experimental evaluation of a compiler-based cache energy optimization strategy. / Kandemir, M.; Kolcu, I.; Kadayif, I.
Proceedings - 15th Annual IEEE International ASIC/SOC Conference, ASIC/SOC 2002. ed. / John Chickanosky; Ram K. Krishnamurthy; P.R. Mukund. Institute of Electrical and Electronics Engineers Inc., 2002. p. 296-300 1158074 (Proceedings of the Annual IEEE International ASIC Conference and Exhibit; Vol. 2002-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AB - In this paper, we present experimental results from an optimization strategy that aims at reducing per access energy cost for direct-mapped data caches. We have developed a compiler algorithm that uses access pattern analysis to determine those references that are certain to result in cache hits (called 'certain hits') in a virtually-addressed, direct-mapped data cache. After detecting such references, the compiler substitutes the corresponding load operations with 'energy-efficient loads' that access only data array of cache instead of both tag and data arrays. This tag access elimination, in turn, reduces the per access energy consumption for data accesses. Our experimental results indicate that certain hits constitute a large percentage of total hits. They also show that even our most conservative strategy improves the data cache energy consumption by 11% on the average.

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Kandemir M, Kolcu I, Kadayif I. Experimental evaluation of a compiler-based cache energy optimization strategy. In Chickanosky J, Krishnamurthy RK, Mukund PR, editors, Proceedings - 15th Annual IEEE International ASIC/SOC Conference, ASIC/SOC 2002. Institute of Electrical and Electronics Engineers Inc. 2002. p. 296-300. 1158074. (Proceedings of the Annual IEEE International ASIC Conference and Exhibit). doi: 10.1109/ASIC.2002.1158074

Experimental evaluation of a compiler-based cache energy optimization strategy

Abstract

Publication series

Other

UN SDGs

All Science Journal Classification (ASJC) codes

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