Estimating Influence of Data Layout Optimizations on Sdram Energy Consumption

H. S. Kim; N. Vijaykrishnan; M. Kandemir; E. Brockmeyer; F. Catthoor; Mary Jane Irwin

doi:10.1145/871516.871520

Estimating Influence of Data Layout Optimizations on Sdram Energy Consumption

H. S. Kim, N. Vijaykrishnan, M. Kandemir, E. Brockmeyer, F. Catthoor, Mary Jane Irwin

Research output: Contribution to journal › Conference article › peer-review

Abstract

An important problem in extracting maximum benefits from an SDRAM-based architecture is to exploit data locality at the page granularity. Frequent switches between data pages can increase memory latency and have an impact on energy consumption. In this paper, we propose a mathematical formulation, using Presburger arithmetic and Ehrhart polynomials to estimate the number of page breaks statically (i.e., at compile time). The results obtained using video codes indicate that the proposed framework can estimate the number of page breaks with good accuracy.

Original language	English (US)
Pages (from-to)	40-43
Number of pages	4
Journal	Proceedings of the International Symposium on Low Power Electronics and Design
DOIs	https://doi.org/10.1145/871516.871520
State	Published - 2003
Event	Proceedings of the 2003 International Symposium on Low Power Electronics and Design, (ISLPED'03) - Seoul, Korea, Republic of Duration: Aug 25 2003 → Aug 27 2003

All Science Journal Classification (ASJC) codes

General Engineering

UN SDGs

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

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10.1145/871516.871520

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title = "Estimating Influence of Data Layout Optimizations on Sdram Energy Consumption",

abstract = "An important problem in extracting maximum benefits from an SDRAM-based architecture is to exploit data locality at the page granularity. Frequent switches between data pages can increase memory latency and have an impact on energy consumption. In this paper, we propose a mathematical formulation, using Presburger arithmetic and Ehrhart polynomials to estimate the number of page breaks statically (i.e., at compile time). The results obtained using video codes indicate that the proposed framework can estimate the number of page breaks with good accuracy.",

author = "Kim, {H. S.} and N. Vijaykrishnan and M. Kandemir and E. Brockmeyer and F. Catthoor and Irwin, {Mary Jane}",

year = "2003",

doi = "10.1145/871516.871520",

language = "English (US)",

pages = "40--43",

journal = "Proceedings of the International Symposium on Low Power Electronics and Design",

issn = "1533-4678",

note = "Proceedings of the 2003 International Symposium on Low Power Electronics and Design, (ISLPED'03) ; Conference date: 25-08-2003 Through 27-08-2003",

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T1 - Estimating Influence of Data Layout Optimizations on Sdram Energy Consumption

AU - Kim, H. S.

AU - Vijaykrishnan, N.

AU - Kandemir, M.

AU - Brockmeyer, E.

AU - Catthoor, F.

AU - Irwin, Mary Jane

PY - 2003

Y1 - 2003

N2 - An important problem in extracting maximum benefits from an SDRAM-based architecture is to exploit data locality at the page granularity. Frequent switches between data pages can increase memory latency and have an impact on energy consumption. In this paper, we propose a mathematical formulation, using Presburger arithmetic and Ehrhart polynomials to estimate the number of page breaks statically (i.e., at compile time). The results obtained using video codes indicate that the proposed framework can estimate the number of page breaks with good accuracy.

AB - An important problem in extracting maximum benefits from an SDRAM-based architecture is to exploit data locality at the page granularity. Frequent switches between data pages can increase memory latency and have an impact on energy consumption. In this paper, we propose a mathematical formulation, using Presburger arithmetic and Ehrhart polynomials to estimate the number of page breaks statically (i.e., at compile time). The results obtained using video codes indicate that the proposed framework can estimate the number of page breaks with good accuracy.

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UR - http://www.scopus.com/inward/citedby.url?scp=85085719604&partnerID=8YFLogxK

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DO - 10.1145/871516.871520

M3 - Conference article

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SN - 1533-4678

SP - 40

EP - 43

JO - Proceedings of the International Symposium on Low Power Electronics and Design

JF - Proceedings of the International Symposium on Low Power Electronics and Design

T2 - Proceedings of the 2003 International Symposium on Low Power Electronics and Design, (ISLPED'03)

Y2 - 25 August 2003 through 27 August 2003

ER -

Estimating Influence of Data Layout Optimizations on Sdram Energy Consumption

Abstract

All Science Journal Classification (ASJC) codes

UN SDGs

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