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Dynamic thermal management for single and multicore processors under soft thermal constraints

Authors:

Bing Shi,

Yufu Zhang,

Ankur SrivastavaAuthors Info & Claims

ISLPED '10: Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design

Pages 165 - 170

https://doi.org/10.1145/1840845.1840879

Published: 18 August 2010 Publication History

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Abstract

In this paper, we investigate Dynamic Thermal Management (DTM) policies under soft thermal constraint that allows the thermal constraint to be violated for a user specified period. For single core processor, we develop analytical expression for the optimal frequency policy under the soft constraint such that maximal performance can be extracted. We extend this problem to multi-core processor and provide optimal frequency policy when all cores run at same frequency. We also present LP based approximated formulation that generates frequency policies where each core has separate frequency control and considers leakage power. We use frequency legalization to approximate the frequency into discrete values. Experimental results indicate that 10 degree celsius increase in core temperature for 100sec results in 13% performance gain for single core processor, and 30% performance gain for two-core processor. Without T_max constraint, the performance improves almost 100% for two-core processor.

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Cited By

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Desirena-López GRamírez-Treviño ABriz JVázquez CGómez-Gutiérrez D(2019)Thermal-aware Real-time Scheduling Using Timed Continuous Petri NetsACM Transactions on Embedded Computing Systems10.1145/332264318:4(1-24)Online publication date: 2-Jul-2019
https://dl.acm.org/doi/10.1145/3322643
Rao KSong WYalamanchili SWardi Y(2015)Temperature regulation in multicore processors using adjustable-gain integral controllers2015 IEEE Conference on Control Applications (CCA)10.1109/CCA.2015.7320717(810-815)Online publication date: Sep-2015
https://doi.org/10.1109/CCA.2015.7320717
Shi BZhang YSrivastava A(2013)Dynamic Thermal Management Under Soft Thermal ConstraintsIEEE Transactions on Very Large Scale Integration (VLSI) Systems10.1109/TVLSI.2012.222785421:11(2045-2054)Online publication date: 1-Nov-2013
https://dl.acm.org/doi/10.1109/TVLSI.2012.2227854
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Index Terms

Dynamic thermal management for single and multicore processors under soft thermal constraints
1. Applied computing
  1. Arts and humanities
    1. Architecture (buildings)
      1. Computer-aided design
  2. Physical sciences and engineering
    1. Engineering
      1. Computer-aided design
2. Hardware
  1. Electronic design automation
    1. Physical design (EDA)

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Published In

ISLPED '10: Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design

August 2010

458 pages

ISBN:9781450301466

DOI:10.1145/1840845

General Chairs:
Vojin Oklobdzija
University of Texas, Dallas
,
Barry Pangle
Mentor Graphics
,
Naehyuck Chang
Seoul National University
,
Program Chairs:
Naresh Shanbhag
University of Illinois at Urbana-Champaign
,
Chris H. Kim
University of Minnesota

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 August 2010

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ISLPED'10

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SIGDA

ISLPED'10: International Symposium on Low Power Electronics and Design

August 18 - 20, 2010

Texas, Austin, USA

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Overall Acceptance Rate 398 of 1,159 submissions, 34%

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Cited By

View all

Desirena-López GRamírez-Treviño ABriz JVázquez CGómez-Gutiérrez D(2019)Thermal-aware Real-time Scheduling Using Timed Continuous Petri NetsACM Transactions on Embedded Computing Systems10.1145/332264318:4(1-24)Online publication date: 2-Jul-2019
https://dl.acm.org/doi/10.1145/3322643
Rao KSong WYalamanchili SWardi Y(2015)Temperature regulation in multicore processors using adjustable-gain integral controllers2015 IEEE Conference on Control Applications (CCA)10.1109/CCA.2015.7320717(810-815)Online publication date: Sep-2015
https://doi.org/10.1109/CCA.2015.7320717
Shi BZhang YSrivastava A(2013)Dynamic Thermal Management Under Soft Thermal ConstraintsIEEE Transactions on Very Large Scale Integration (VLSI) Systems10.1109/TVLSI.2012.222785421:11(2045-2054)Online publication date: 1-Nov-2013
https://dl.acm.org/doi/10.1109/TVLSI.2012.2227854
Zhou ZGu JQu G(2012)Scheduling for Multi-core Processor under Process and Temperature VariationProceedings of the 2012 IEEE 6th International Symposium on Embedded Multicore SoCs10.1109/MCSoC.2012.9(113-120)Online publication date: 20-Sep-2012
https://dl.acm.org/doi/10.1109/MCSoC.2012.9
Yue JZhang TLiu YQuan BTianzhou C(2012)Thermal-Aware Feedback Control Scheduling for Soft Real-time SystemsProceedings of the 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems10.1109/HPCC.2012.216(1479-1486)Online publication date: 25-Jun-2012
https://dl.acm.org/doi/10.1109/HPCC.2012.216
Raghavan ALuo YChandawalla APapaefthymiou MPipe KWenisch TMartin M(2012)Computational sprintingProceedings of the 2012 IEEE 18th International Symposium on High-Performance Computer Architecture10.1109/HPCA.2012.6169031(1-12)Online publication date: 25-Feb-2012
https://dl.acm.org/doi/10.1109/HPCA.2012.6169031
Choi HPark YLee HKim C(2012)Adaptive dynamic frequency scaling for thermal-aware 3d multi-core processorsProceedings of the 12th international conference on Computational Science and Its Applications - Volume Part IV10.1007/978-3-642-31128-4_44(602-612)Online publication date: 18-Jun-2012
https://dl.acm.org/doi/10.1007/978-3-642-31128-4_44

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