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Thermal-aware data flow analysis

Published: 26 July 2009 Publication History

Abstract

This paper suggests that the thermal state of a processor can be approximated using data flow analysis. The results of this analysis can be used to evaluate the efficacy of thermal-aware compilation strategies, or as input to thermal-aware optimizations that occur in the early stages of back-end compilation. We propose different ways how the exploitation of thermal behavior knowledge can be included in the different compilation phases.

References

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Srinivasan, J., et al. Predictive dynamic thermal management for multimedia applications. In Proc. 17th ICS, pp. 109--120, 2003.
[2]
Atienza, D., et al. Reliability-aware design for nanometer-scale devices. In Proc. ASPDAC, pp. 549--554, 2008.
[3]
Zhou, X., et al. Compiler-driven register re-assignment for register file power-density and temperature reduction. In Proc. DAC, pp. 750--753, 2008.
[4]
Schafer, B. C., et al. Temperature-Aware Compilation for VLIW Processors. In Proc. RTCSA, pp. 426--431, 2007.
[5]
Atienza, D., et al. HW-SW emulation framework for temperature-aware design in MPSoCs. ACM TODAES, 12(3), pp. 1--26, August, 2007.
[6]
Cooper, K. D., and Torczon, L. Engineering a Compiler, Morgan-Kaufmann, San Francisco, CA, USA, 2003.
[7]
Stephenson, M., et al. Bitwidth analysis with application to silicon compilation, In Proc. of PLDI, pp. 108--120, 2000.

Cited By

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  • (2010)Thermal-Aware Compilation for Register Window-Based Embedded ProcessorsIEEE Embedded Systems Letters10.1109/LES.2010.20813432:4(103-106)Online publication date: 1-Dec-2010

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  1. Thermal-aware data flow analysis

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    Published In

    cover image ACM Conferences
    DAC '09: Proceedings of the 46th Annual Design Automation Conference
    July 2009
    994 pages
    ISBN:9781605584973
    DOI:10.1145/1629911
    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: 26 July 2009

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    Author Tags

    1. compiler
    2. thermal management

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    DAC '09
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    DAC '09: The 46th Annual Design Automation Conference 2009
    July 26 - 31, 2009
    California, San Francisco

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    Overall Acceptance Rate 1,770 of 5,499 submissions, 32%

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    • (2010)Thermal-Aware Compilation for Register Window-Based Embedded ProcessorsIEEE Embedded Systems Letters10.1109/LES.2010.20813432:4(103-106)Online publication date: 1-Dec-2010

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