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Zero clustering: an approach to extend zero compression to instruction caches

Published: 17 April 2005 Publication History

Abstract

We propose an energy-efficient architecture for instruction caches that relies on dynamic zero compression (DZC), that is, the possibility of reading and writing a single bit for every zero-valued byte [5]. We enhance the basic DZC by using a simple bit permutation to increase the number of zero-valued bytes, so that the corresponding overhead is negligible. The derivation of an effective permutation relies on a heuristic zero clustering algorithm that is based on the knowledge of the memory reference access trace, thus making this solution suitable for application-specific embedded systems. The architecture proposed in this work makes possible the application of zero compression to instruction caches; experiments showed an increase of zero clusters of more than 70% on average, which translates into a 10% improvement in dynamic energy savings with respect to DZC.

References

[1]
Semiconductor Industry Association. The International Technology Roadmap for Semiconductors (ITRS), 2003. http://public.itrs.net/Files/2003ITRS/Home2003.htm.
[2]
P. Panda, N. Dutt, Memory Issues in Embedded SoC Optimization and Exploration, Kluwer, 1999.
[3]
A. Macii, L. Benini, M. Poncino, Memory Design Techniques for Low-Energy Embedded Systems, Kluwer Academic Publishers, 2002.
[4]
A. Malik, B. Moyer, D. Cermak, "A Lower Power Unified Cache Architecture Providing Power and Performance Flexibility," ISLPED'00 Jul. 2000, pp. 241--243.
[5]
L. Villa, M. Zhang, K. Asanovic, "Dynamic zero compression for cache energy reduction," MICRO-33 Dec. 2000, pp. 214--220.
[6]
Y. Zhang, J. Yang, and R. Gupta, "Frequent Value Locality and Value-Centric Data Cache Design," ASPLOS'00 Nov. 2000, pp. 150--159.
[7]
Y.J. Chang, C.L. Yang, F Lai, "Value-Conscious Cache: Simple Technique for Reducing Cache Access Power," DATE04 Feb. 2004, pp. 16--21.
[8]
M. Loghi, M. Angiolini, D. Bertozzi, L. Benini, "Analyzing On-Chip Communication in a MPSoC Environment," DATE'04, Feb. 2004, pp. 752--757.
[9]
K. Patel, L. Benini, E. Macii, M. Poncino, "Reducing Cache Misses by Application-Specific Re-Configurable Indexing," ICCAD-04, Nov. 2004, pp. 125--130.

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  1. Zero clustering: an approach to extend zero compression to instruction caches

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      cover image ACM Conferences
      GLSVLSI '05: Proceedings of the 15th ACM Great Lakes symposium on VLSI
      April 2005
      518 pages
      ISBN:1595930574
      DOI:10.1145/1057661
      • General Chair:
      • John Lach,
      • Program Chairs:
      • Gang Qu,
      • Yehea Ismail
      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: 17 April 2005

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      Author Tags

      1. application-specific
      2. clustering
      3. compression
      4. permutation

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      GLSVLSI05
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      GLSVLSI05: Great Lakes Symposium on VLSI 2005
      April 17 - 19, 2005
      Illinois, Chicago, USA

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      Overall Acceptance Rate 312 of 1,156 submissions, 27%

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