Control-theoretic techniques and thermal-RC modeling for accurate and localized dynamic thermal management

Proceedings - International Symposium on High-Performance Computer Architecture

Volumn 2002-January, Issue , 2002, Pages 17-28

  Skadron, K ^a   Abdelzaher, T ^a   Stan, M R ^a  

^a University of Virginia   (United States)

Author keywords

Adaptive control; Feedback control; Heating; Programmable control; Temperature; Testing; Thermal management; Thermal resistance; Vehicle dynamics; Vehicles

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; COMPUTER ARCHITECTURE; FEEDBACK CONTROL; HEAT RESISTANCE; HEATING; MEMORY ARCHITECTURE; PROPORTIONAL CONTROL SYSTEMS; SUPERCOMPUTERS; TEMPERATURE; TESTING; THERMAL VARIABLES CONTROL; THREE TERM CONTROL SYSTEMS; TWO TERM CONTROL SYSTEMS; VEHICLES;

ADAPTIVE CONTROL; COMPUTATIONALLY EFFICIENT; DYNAMIC THERMAL MANAGEMENT; MAXIMUM TEMPERATURE; PROCESSOR ARCHITECTURES; PROGRAMMABLE CONTROLS; PROPORTIONAL INTEGRAL DIFFERENTIALS; VEHICLE DYNAMICS;

TEMPERATURE CONTROL;

EID: 1142270611     PISSN: 15300897     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HPCA.2002.995695     Document Type: Conference Paper

References (25)

1. S. Borkar. Design challenges of technology scaling. IEEE Micro, pages 23-29, Jul.-Aug. 1999.
2. D. Brooks and M. Martonosi. Dynamic thermal management for high-performance microprocessors. In Proceedings of the Seventh International Symposium on High-Performance Computer Architecture, pages 171-82, Jan. 2001.
3. D. Brooks, V. Tiwari, and M. Martonosi. Wattch: A framework for architectural-level power analysis and optimizations. In Proceedings of the 27th Annual International Symposium on Computer Architecture, pages 83-94, June 2000.
4. D. C. Burger and T. M. Austin. The SimpleScalar tool set, version 2.0. Computer Architecture News, 25(3):13-25, June 1997.
5. J. A. Chavez et al. Spice model of thermoelectric elements including thermal effects. In Proceedings of the Instrumentation and Measurement Technology Conference, pages 1019-1023, 2000.
6. A. Dhodapkar, C. H. Lim, G. Cai, and W. R. Daasch. TEMPEST: A thermal enabled multi-model power/performance estimator. In Proceedings of the Workshop on Power-Aware Computer Systems, Nov. 2000.
7. MIPS R10000 die photo. From website: CPUInfo Center. http://bwrc.eecs.berkeley.edu/CIC/die-photos/#mips.
8. N. Dragone, A. Aggarwal, and L. R. Carley. An adaptive on-chip voltage regulation technique for low-power applications. In Proceedings of the 2000 International Symposium on Low Power Electronics and Design, pages 20-24, July 2000.
9. C. V. Hollot, V. Misra, D. Towsley, and W. Gong. A control theoretic analysis of RED. In Proceedings of IEEE INFOCOM, Apr. 2001.
10. R. E. Kessler, E. J. McLellan, and D. A. Webb. The Alpha 21264 microprocessor architecture. In Proceedings of the 1998 International Conference on Computer Design, pages 90-95, Oct. 1998.
11. Al Krum. Thermal management. In Frank Kreith, editor, The CRC handbook of thermal engineering, pages 2.1-2.92. CRC Press, Boca Raton, FL, 2000.
12. F. J. De la Hidalga and M. J. Deen. Theoretical and experimental characterization of self-heating in silicon integrated devices operating at low temperatures. IEEE Transactions on Electron Devices, 47(5):1098-1106, May 2000.
13. C. Lu, J. A. Stankovic, G. Tao, , and S. H. Son. Feedback control real-time scheduling: Framework, modeling, and algorithms. Real-Time Systems Journal, Mar.-Apr. 2002. To appear.
14. S. Manne, A. Klauser, and D. Grunwald. Pipeline gating: speculation control for energy reduction. In Proceedings of the 25th Annual International Symposium on Computer Architecture, pages 132-41, June 1998.
15. S. McFarling. Combining branch predictors. Tech. Note TN-36, DEC WRL, June 1993.
16. D. Parikh, K. Skadron, Y. Zhang, M. Barcella, and M. Stan. Power issues related to branch prediction. In Proceedings of the Eighth International Symposium on High-Performance Computer Architecture, Feb. 2002.
17. H. Sanchez et al. Thermal management system for high-performance PowerPC microprocessors. In COMPCON, page 325, 1997.
18. SIA. International Technology Roadmap for Semiconductors, 1999.
19. K. Skadron, T. Abdelzaher, and M. R. Stan. Control-theoretic techniques and thermal-RC modeling for accurate and localized dynamic thermal management. Technical Report CS-2001-27, University of Virginia Department of Computer Science, Nov. 2001.
20. K. Skadron, D. W. Clark, and M. Martonosi. Speculative updates of local and global branch history: A quantitative analysis. Journal of Instruction-Level Parallelism, Jan. 2000. (http://www.jilp.org/vol2).
21. Standard Performance Evaluation Corporation. SPEC CPU2000 Benchmarks. http://www.specbench.org/osg/cpu2000.
22. D. C. Steere et al. A feedback-driven proportion allocator for real-rate scheduling. In Proceedings of the Symposium on Operating System Principles, Feb. 1999.
23. K. Wilcox and S. Manne. Alpha processors: A history of power issues and a look to the future. In Proceedings of the Cool Chips Tutorial: An Industrial Perspective on Low Power Processor Design, pages 16-37, Nov. 1999.
24. L. S. Y. Wong, S. Hossain, and A. Walker. Leakage current cancellation technique for low power switched-capacitor circuits. In Proceedings of the 2001 International Symposium on Low Power Electronics and Design, pages 310-15, Aug. 2001.
25. T.-D. Yuan and B.-Z. Hong. Thermal management for high performance integrated circuits with non-uniform chip power considerations. In Proceedings of the Seventeenth SEMI-THERM Symposium, pages 95-101, Mar. 2001.