Dynamic cache resources allocation for energy efficiency

doi:10.1016/S1005-8885(08)60191-0

中国邮电高校学报(英文) ›› 2009, Vol. 16 ›› Issue (1): 121-126.doi: 10.1016/S1005-8885(08)60191-0

• Computer Architecture • 上一篇

Dynamic cache resources allocation for energy efficiency

陈黎明, ZOU Xue-cheng, LEI Jian-ming, LIU Zheng-lin

Department of Electronics Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China

收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2009-02-26
通讯作者: 陈黎明

Dynamic cache resources allocation for energy efficiency

CHEN Li-ming, ZOU Xue-cheng, LEI Jian-ming, LIU Zheng-lin

Department of Electronics Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China

Received:1900-01-01 Revised:1900-01-01 Online:2009-02-26
Contact: CHEN Li-ming,

摘要/Abstract

摘要：

This article proposes a mechanism of low overhead and less runtime, termed dynamic cache resources allocation (DCRA), which allocates each application with required cache resources. The mechanism collects cache hit-miss information at runtime and then analyzes the information and decides how many cache resources should be allocated to the current executing application. The amount of cache resources varies dynamically to reduce the total number of misses and energy consumption. The study of several applications from SPEC2000 shows that significant energy saving is achieved for the application based on the DCRA with an average of 39% savings.

关键词:

cache,;energy;consumption,;microprocessor

Abstract:

Key words:

cache;energy consumption;microprocessor

CHEN Li-ming, ZOU Xue-cheng, LEI Jian-ming, LIU Zheng-lin. Dynamic cache resources allocation for energy efficiency[J]. Acta Metallurgica Sinica(English letters), 2009, 16(1): 121-126.

参考文献

1. Hennessy J L, Patterson D A. Computer architecture: a quantitative approach. 3rd ed. San Francisco, CA, USA: Kaufman, 2002

2. Segars S. Low power design techniques for microprocessors. Proceedings of IEEE International Solid-State Circuits Conference, Feb 5-6, 2001, San Francisco, CA, USA. 2001: 4-10

3. Albonesi D H. Selective cache ways: on-demand cache resource allocation. Proceedings of the 32nd Annual ACM/IEEE International Symposium on Microarchitecture (MICRO-32), Nov 16-18, 1999, Haifa, Israel. 1999: 248-259

4. Yang C L, Lee C H. Hotspot cache: joint temporal and spatial locality exploitation for I-cache energy reduction. Proceedings of the 2004 International Symposium on Low Power Electronics and Design (ISLPED’04), Aug 9-11, 2004, Newport Beach, CA, USA. 2004: 114-119

5. Balasubramonian R, Albonesi D H, Buyuktosunoglu A, et al. A dynamically tunable memory hierarchy. IEEE Transactions on Computers, 2003, 52(10): 1243-1258

6. Zhang C J, Vahid F, Yang J, et al. A way-halting cache for low-energy high-performance systems. Proceedings of the 2004 International Symposium on Low Power Electronics and Design (ISLPED’04), Aug 9-11, 2004, Newport Beach, CA, USA. 2004: 126-131

7. Yang S H, Powell M D, Falsafi B, et al. Exploiting choice in resizable cache design to optimize deep-submicron processor energy-delay. Proceedings of Eighth International Symposium on High-Performance Computer Architecture (HPCA’02), Feb 2-6, 2002, Cambridge, MA, USA. 2002: 151-161

8. Gordon-Ross A, Viana P, Vahid F, et al. A one-shot configurable-cache tuner for improved energy and performance. Proceedings of 2007 Design, Automation and Test in Europe Conference and Exhibition (DATE’07), Apr 16-20, 2007, Nice Acropolis, France. 2007: 755-760

9. Mattson R L, Gecsei J, Slutz D R, et al. Evaluation techniques for storage hierarchies. IBM Systems Journal, 1970, 9(2): 78-117

10. Kessler R E, Jooss R, Lebeck A, et al. Inexpensive implementations of set-associativity. 16th Annual International Symposium on Computer Architecture (ISCA’89), May 28-Jun 1, 1989, Jerusalem, Israel. 1989: 131-139

11. Shiue W T, Udayanarayanan S, Chakrabarti C. Data memory design and exploration for low-power embedded systems. ACM Transactions on Design Automation of Electronic Systems, 2001, 6(4): 553-568

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Dynamic cache resources allocation for energy efficiency

Dynamic cache resources allocation for energy efficiency

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