On-line predictive thermal management under peak temperature constraints for practical multi-core platforms

Journal of Low Power Electronics

Volumn 8, Issue 5, 2012, Pages 565-578

  Liu, Guanglei ^a   Fan, Ming ^a   Quan, Gang ^a   Qiu, Meikang ^b  

^a The Department of Electrical and Computer Engineering   (United States)

^b UNIVERSITY OF KENTUCKY   (United States)

Author keywords

Dynamic Thermal Management; Temperature Prediction; Thermal Aware Management; Thermal Aware Scheduling; Throughput Maximization

Indexed keywords

DYNAMIC FREQUENCY SCALING; SCHEDULING; TEMPERATURE CONTROL; VOLTAGE SCALING;

DYNAMIC THERMAL MANAGEMENT; TEMPERATURE PREDICTION; THERMAL-AWARE; THERMAL-AWARE SCHEDULING; THROUGHPUT MAXIMIZATION;

THERMAL MANAGEMENT (ELECTRONICS);

EID: 84877788731     PISSN: 15461998     EISSN: 15462005     Source Type: Journal    
DOI: 10.1166/jolpe.2012.1216     Document Type: Article

References (32)

1. Enhanced intel speedstep technology [available online]: http://www. intel.com/support/processors/sb/cs-028855.htm.
2. Lm-sensors linux hardware monitoring: http://www.lm-sensors.org.
3. Y. Ahn, Y.-S. Hwang, and K.-S. Chung, Flexible framework for dynamic management of multi-core systems, SoC Design Conference-ISOCC, 2009 International, Busan, Korea, November (2009), pp. 237-240.
4. P. Bailis, V. J. Reddi, S. Gandhi, D. Brooks, and M. Seltzer, Dimetrodon: Processor-level preventive thermal management via idle cycle injection, Design Automation Conference-DAC, 2011 48th ACM/EDAC/IEEE, San Diego, USA, June (2011), pp. 89-94.
5. T. Chantem, X. S. Hu, and R. P. Dick, Online work maximization under a peak temperature constraint, Proceedings of the 14th ACM/IEEE International Symposium on Low Power Electronics and Design, ISLPED'09, ACM, New York, USA (2009), pp. 105-110.
6. T. Chen, J. Huang, L. Xiang, and Q. Shi, Dynamic power management framework for multi-core portable embedded system, Proceedings of the 1st International Forum on Next-Generation Multicore/Manycore Technologies, IFMT '08, New York, USA, ACM (2008), pp. 1:1-1:4.
7. S. W. Chung and K. Skadron. Using on-chip event counters for high-resolution, real-time temperature measurement, Thermal and Thermomechanical Phenomena in Electronics Systems, 2006. ITHERM'06. The Tenth Intersociety Conference on 30 2006-June 2 (2006), pp. 114-120.
8. A. Cohen, F. Finkelstein, A. Mendelson, R. Ronen, and D. Rudoy. On estimating optimal performance of CPU dynamic thermal management. IEEE Comput. Archit. Lett. 2, 6 January (2003).
9. A. K. Coskun, T. S. Rosing, and K. C. Gross, Proactive temperature management in mpsocs, Proceeding of the 13th International Symposium on Low Power Electronics and Design, ISLPED'08, ACM, New York, USA (2008), pp. 165-170.
10. A. K. Coskun, T. S. Rosing, and K. Whisnant, Temperature aware task scheduling in mpsocs, Proceedings of the Conference on Design, Automation and Test in Europe, DATE'07, EDA Consortium, San Jose, CA, USA (2007), pp. 1659-1664.
11. A. K. Coskun, R. Strong, D. M. Tullsen, and T. S. Rosing, Evaluating the impact of job scheduling and power management on processor lifetime for chip multiprocessors, Proceedings of the Eleventh International Joint Conference on Measurement and Modeling of Computer Systems, SIGMETRICS'09, ACM, New York, USA (2009), pp. 169-180.
12. Y. Ge, P. Malani, and Q. Qiu, Distributed task migration for thermal management in many-core systems. Design Automation Conference-DAC , 2010 47th ACM/IEEE, June (2010), pp. 579-584.
13. M. Gomaa, M. D. Powell, and T. N. Vijaykumar, Heat-andrun: Leveraging smt and cmp to manage power density through the operating system. SIGOPS Oper. Syst. Rev. 38, 260 October (2004).
14. C. Isci and M. Martonosi, Runtime power monitoring in high-end processors: Methodology and empirical data. Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture, MICRO 36, IEEE Computer Society, Washington, DC, USA (2003), p. 93.
15. O. Khan and S. Kundu. Hardware/software co-design architecture for thermal management of chip multiprocessors. Design, Automation Test in Europe Conference Exhibition, 2009. DATE'09, April (2009), pp. 952-957.
16. W. Kim, M. Gupta, G.-Y. Wei, and D. Brooks, System level analysis of fast, per-core dvfs using on-chip switching regulators, High Performance Computer Architecture, 2008. HPCA 2008. IEEE 14th International Symposium on February (2008), pp. 123-134.
17. J. S. Lee, K. Skadron, and S. W. Chung, Predictive temperatureaware DVFS. Computers, IEEE Transactions on 59, 127, Januray (2010).
18. J. Li, M. Qiu, J. Niu, T. Chen, and Y. Zhu, Real-time constrained task scheduling in 3rd chip multiprocessor to reduce peak temperature. Proceedings of the 2010 IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC'10, IEEE Computer Society, Washington, DC, USA (2010), pp. 170-176.
19. G. Liu, M. Fan, and G. Quan, Neighbor-aware dynamic thermal management for multi-core platform, Design, Automation Test in Europe Conference Exhibition-DATE, 2012, March (2012), pp. 187-192.
20. G. Liu and G. Quan, Thermal aware scheduling on an intel desktop computer, Southeastcon, 2011 Proceedings of IEEE, March (2011), pp. 79-84.
21. G. Liu, G. Quan, and M. Qiu, Throughput maximization for intel desktop platform under the maximum temperature constraint. Green Computing and Communications-GreenCom, 2011 IEEE/ACM International Conference on, August (2011), pp. 9-15.
22. F. Mulas, D. Atienza, A. Acquaviva, S. Carta, L. Benini, and G. De Micheli, Thermal balancing policy for multiprocessor stream computing platforms. Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on 28, 1870, December (2009).
23. F. Mulas, M. Pittau, M. Buttu, S. Carta, A. Acquaviva, L. Benini, and D. Atienza, Thermal balancing policy for streaming computing on multiprocessor architectures, Proceedings of the Conference on Design, Automation and Test in Europe, DATE'08, ACM, New York, USA (2008), pp. 734-739.
24. M. Qiu, L. T. Yang, Z. Shao, and E. H.-M. Sha, Dynamic and leakage energy minimization with soft real-time loop scheduling and voltage assignment. IEEE Trans. Very Large Scale Integr. Syst. 18, 501, March (2010).
25. E. Rohou and M. D. Smith, Dynamically managing processor temperature and power, In 2nd Workshop on Feedback-Directed Optimization (1999).
26. S. Wang and R. Bettati, Reactive speed control in temperatureconstrained real-time systems, Real-Time Systems, 2006. 18th Euromicro Conference on (2006), pp. 10-170.
27. Y. Wang, K. Ma, and X. Wang, Temperature-constrained power control for chip multiprocessors with online model estimation, Proceedings of the 36th Annual International Symposium on Computer Architecture, ISCA'09, ACM, New York, USA (2009), pp. 314-324.
28. T. Wei, X. Chen, and P. Mishra, Designing a multi-core hard realtime test bed for energy measurement experiments, Proceedings of the 2009 ACM symposium on Applied Computing, SAC'09, ACM, New York, USA (2009), pp. 1998-1999.
29. I. Yeo and E. J. Kim, Temperature-aware scheduler based on thermal behavior grouping in multicore systems, Design, Automation Test in Europe Conference Exhibition, 2009, DATE'09, April (2009), pp. 946-951.
30. I. Yeo, C. C. Liu, and E. J. Kim, Predictive dynamic thermal management for multicore systems, Design Automation Conference, 2008. DAC 2008. 45th ACM/IEEE, June (2008), pp. 734-739.
31. S. Zhang and K. Chatha. Approximation algorithm for the temperature-aware scheduling problem, Computer-Aided Design 2007. ICCAD 2007. IEEE/ACM International Conference on, November (2007), pp. 281-288.
32. S. Zhang and K. S. Chatha, Thermal aware task sequencing on embedded processors, Proceedings of the 47th Design Automation Conference, DAC'10, ACM, New York, USA (2010), pp. 585-590.