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Compiling for energy efficiency on timing speculative processors

Published: 03 June 2012 Publication History

Abstract

Timing speculation is a promising technique for improving microprocessor yield, in field reliability, and energy efficiency. Previous evaluations of the energy efficiency benefits of timing speculation have either been based on code compiled for a traditional target [2]--a processor that produces no errors, or code that relies on additional hardware support [6]. In this paper, we advocate that binaries for timing speculative processors should be optimized differently than those for conventional processors to maximize the energy benefits of timing speculation. Since the program binary determines the utilization pattern of the processor, which in turn influences the error rate of the processor and the energy efficiency of timing speculation, binary optimizations for timing speculative processors should attempt to manipulate the utilization of different microarchitectural units based on their likelihood of causing errors. An exploration of targeted and standard compiler optimizations demonstrates that significant energy benefits are possible from TS-aware binary optimization.

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D. Ernst, N. S. Kim, S. Das, S. Pant, R. Rao, T. Pham, C. Ziesler, D. Blaauw, T. Austin, K. Flautner, and T. Mudge. Razor: A low-power pipeline based on circuit-level timing speculation. In MICRO, page 7, 2003.
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Y. Fujimura, O. Hirabayashi, T. Sasaki, A. Suzuki, A. Kawasumi, Y. Takeyama, K. Kushida, G. Fukano, A. Katayama, Y. Niki, and T. Yabe. A configurable sram with constant-negative-level write buffer for low voltage operation with 0.149μm2 cell in 32nm high-k/metal gate cmos. In ISSCC, 2010.
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B. Greskamp, L. Wan, W. Karpuzcu, J. Cook, J. Torrellas, D. Chen, and C. Zilles. Blueshift: Designing processors for timing speculation from the ground up. HPCA, 2009.
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G. Hoang, R. Findler, and R. Joseph. Exploring circuit timing-aware language and compilation. In ASPLOS, pages 345--356, 2011.
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Intel Corporation. Intel atom processor z5xx series, 2008.
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A. Kahng, S. Kang, R. Kumar, and J. Sartori. Designing processors from the ground up to allow voltage/reliability tradeoffs. In HPCA, 2010.
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  • (2019)Time squeezing for tiny devicesProceedings of the 46th International Symposium on Computer Architecture10.1145/3307650.3322268(657-670)Online publication date: 22-Jun-2019
  • (2018)Enhancing workload-dependent voltage scaling for energy-efficient ultra-low-power embedded systemsProceedings of the 55th Annual Design Automation Conference10.1145/3195970.3196046(1-6)Online publication date: 24-Jun-2018
  • (2018)Compiler-guided instruction-level clock scheduling for timing speculative processorsProceedings of the 55th Annual Design Automation Conference10.1145/3195970.3196013(1-6)Online publication date: 24-Jun-2018
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    cover image ACM Conferences
    DAC '12: Proceedings of the 49th Annual Design Automation Conference
    June 2012
    1357 pages
    ISBN:9781450311991
    DOI:10.1145/2228360
    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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    Published: 03 June 2012

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    Author Tags

    1. binary optimization
    2. computer architecture
    3. energy efficiency
    4. error resilience
    5. timing speculation

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    June 3 - 7, 2012
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    Cited By

    View all
    • (2019)Time squeezing for tiny devicesProceedings of the 46th International Symposium on Computer Architecture10.1145/3307650.3322268(657-670)Online publication date: 22-Jun-2019
    • (2018)Enhancing workload-dependent voltage scaling for energy-efficient ultra-low-power embedded systemsProceedings of the 55th Annual Design Automation Conference10.1145/3195970.3196046(1-6)Online publication date: 24-Jun-2018
    • (2018)Compiler-guided instruction-level clock scheduling for timing speculative processorsProceedings of the 55th Annual Design Automation Conference10.1145/3195970.3196013(1-6)Online publication date: 24-Jun-2018
    • (2018)A loop transformation technique for timing speculative architecture2018 IEEE International Conference on Applied System Invention (ICASI)10.1109/ICASI.2018.8394580(251-254)Online publication date: Apr-2018
    • (2018)Enhancing Workload-dependent Voltage Scaling for Energy-efficient Ultra-low-power Embedded Systems2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC)10.1109/DAC.2018.8465854(1-6)Online publication date: Jun-2018
    • (2017)Scalable N-worst algorithms for dynamic timing and activity analysisProceedings of the 36th International Conference on Computer-Aided Design10.5555/3199700.3199778(585-592)Online publication date: 13-Nov-2017
    • (2017)Eliminating Timing Errors Through Collaborative Design to Maximize the ThroughputIEEE Transactions on Very Large Scale Integration (VLSI) Systems10.1109/TVLSI.2016.258781025:2(670-682)Online publication date: 1-Feb-2017
    • (2017)Scalable N-worst algorithms for dynamic timing and activity analysis2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)10.1109/ICCAD.2017.8203830(585-592)Online publication date: Nov-2017
    • (2016)Exploiting dynamic timing slack for energy efficiency in ultra-low-power embedded systemsACM SIGARCH Computer Architecture News10.1145/3007787.300120844:3(671-681)Online publication date: 18-Jun-2016
    • (2016)Exploiting dynamic timing slack for energy efficiency in ultra-low-power embedded systemsProceedings of the 43rd International Symposium on Computer Architecture10.1109/ISCA.2016.64(671-681)Online publication date: 18-Jun-2016
    • Show More Cited By

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