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Performance and power evaluation of an in-line accelerator

Published: 17 May 2010 Publication History

Abstract

In this paper we evaluate the performance and power of a processor-attached in-line accelerator. The accelerator provides high-performance SIMD computing and power efficiency by means of a very large register file and a set of vector multimedia extensions based on IBM's PowerPC VMX. Our experiments show significant performance improvements and power reduction, compared to a baseline vector execution unit, mainly due to the drastic decrease of memory accesses caused by the software-managed locality of the very large register file. Total execution time is, on average, reduced by 61%, while consuming 55% less energy.

References

[1]
J. H. Derby et al. VICTORIA: VMX indirect compute technology oriented towards in-line acceleration. In CF '06, pages 303--312, 2006.
[2]
L. Bachega et al. A High-Performance SIMD Floating Point Unit for BlueGene/L: Architecture, Compilation, and Algorithm Design. In PACT '04, pages 85--96, 2004.

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    cover image ACM Conferences
    CF '10: Proceedings of the 7th ACM international conference on Computing frontiers
    May 2010
    370 pages
    ISBN:9781450300445
    DOI:10.1145/1787275
    Permission to make digital or hard copies of part or all 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 third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 17 May 2010

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    Author Tags

    1. accelerator
    2. powerpc
    3. simd
    4. vmx

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    CF'10
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    CF'10: Computing Frontiers Conference
    May 17 - 19, 2010
    Bertinoro, Italy

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    CF '10 Paper Acceptance Rate 30 of 113 submissions, 27%;
    Overall Acceptance Rate 273 of 785 submissions, 35%

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