Thermal aware workload placement with task-temperature profiles in a data center

Journal of Supercomputing

Volumn 61, Issue 3, 2012, Pages 780-803

  Wang, Lizhe ^a   Khan, Samee U ^b   Dayal, Jai ^c  

^a INDIANA UNIVERSITY   (United States)

^b North Dakota State University   (United States)

^c GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Data center; Green computing; Task scheduling; Thermal aware

Indexed keywords

DATA CENTER COOLING; DATA CENTERS; GREEN COMPUTING; HARDWARE FAILURES; HEAT TRANSFER PROPERTIES; HIGH TEMPERATURE; IT INFRASTRUCTURES; MAINTENANCE COST; SIMULATION STUDIES; TASK-SCHEDULING; TASK-SCHEDULING ALGORITHMS; THERMAL AWARE; THERMAL FEATURES;

ENERGY UTILIZATION; MULTITASKING; SCHEDULING ALGORITHMS; THERMOELECTRIC EQUIPMENT;

COOLING SYSTEMS;

EID: 84865319239     PISSN: 09208542     EISSN: 15730484     Source Type: Journal    
DOI: 10.1007/s11227-011-0635-z     Document Type: Article

References (32)

1. Carbon dioxide emissions from the generation of electric power in the United States. Web page. http://www.eia.doe.gov/cneaf/electricity/page/co2- report/co2report.html. Access on Feb. 2011
2. CO2 emission calculator. Website. http://www.falconsolution.com/co2- emission/. Access on Feb. 2011
3. Report to congress on server and data center energy efficiency. Web page. http://www.energystar. gov/ia/partners/prod-development/downloads/EPA- Datacenter-Report-Congress-Final1.pdf. Access on Feb. 2011
4. U.S. power grid visualization. Web page. http://www.npr.org/news/ graphics/2009/apr/electric-grid/. Access on Feb. 2011
5. Beitelmal AH, Patel CD (2007) Thermo-fluids provisioning of a high performance high density data center. Distrib Parallel Databases 21(2-3):227-238 (Pubitemid 46673098)
6. Choi J, Kim Y, Sivasubramaniam A, Srebric J, Wang Q, Lee J (2008) A CFD-based tool for studying temperature in rack-mounted servers. IEEE Trans Comput 57(8):1129-1142
7. Chrobak M, Dürr C, Hurand M, Robert J (2008) Algorithms for temperature-aware task scheduling in microprocessor systems. In: AAIM, pp 120-130
8. California Energy Commission. Web page. http://www.consumerenergycenter. org/tips/business- summer.html, Access on Feb. 2011
9. The Green Grid. The green grids opportunity: decreasing datacenter and other IT energy usage patterns. Technical report, the Green Grid. http://www.thegreengrid.org/~/media/WhitePapers/Green-Grid-Position-WP.ashx? lang=en, Access on Feb. 2011
10. Hale PW (1986) Acceleration and time to fail. Qual Reliab Eng Int 2(4):259-262
11. Heath T, Centeno AP, George P, Ramos L, Jaluria Y (2006) Mercury and freon: temperature emulation and management for server systems. In: ASPLOS, pp 106-116
12. Hoke E, Sun J, Strunk JD, Ganger GR, Faloutsos C (2006) InteMon: continuous mining of sensor data in large-scale self-infrastructures. Oper Syst Rev 40(3):38-44 (Pubitemid 44299044)
13. Lee EK, Kulkarni I, Pompili D, Parashar M (2010, online first) Proactive thermal management in green datacenters. J Supercomput. doi:10.1007/s11227-010- 0453-8
14. Lee YC, Zomaya AY (2010) Energy efficient utilization of resources in cloud computing systems. J Supercomput. doi:10.1007/s11227-010-0421-3
15. Li K. Energy efficient scheduling of parallel tasks on multiprocessor computers. J Supercompu Mar. (2010, online first). doi:1007/s11227-010-0416-0
16. Moore J, Chase J, Ranganathan P (2006) Weatherman: automated, online, and predictive thermal mapping and management for data centers. In: The third IEEE international conference on autonomic computing
17. Moore JD, Chase JS, Ranganathan P, Sharma RK (2005) Making scheduling "cool": temperatureaware workload placement in data centers. In: USENIX annual technical conference, general track, pp 61-75
18. Mukherjee T, Tang Q, Ziesman C, Gupta SKS, Cayton P (2007) Software architecture for dynamic thermal management in datacenters. In: COMSWARE
19. Patterson MK (2008) The effect of data center temperature on energy efficiency. In: Proceedings of the 11th intersociety conference on thermal and thermomechanical phenomena in electronic systems, pp 1167-1174
20. Ramos L, Bianchini R (2008) C-oracle: predictive thermal management for data centers. In: HPCA, pp 111-122
21. Rosinger PM, Al-Hashimi BM, Chakrabarty K (2005) Rapid generation of thermal-safe test schedules. In: DATE, pp 840-845 (Pubitemid 44172102)
22. Sawyer R (2004) Calculating total power requirements for data centers. Technical report, American Power Conversion
23. Sharma RK, Bash CE, Patel CD, Friedrich RJ, Chase JS (2007) Smart power management for data centers. Technical report, HP Laboratories
24. Skadron K, Abdelzaher TF, Stan MR (2002) Control-theoretic techniques and thermal-rc modeling for accurate and localized dynamic thermal management. In: HPCA, pp 17-28
25. Tang Q, Gupta SKS, Varsamopoulos G (2007) Thermal-aware task scheduling for data centers through minimizing heat recirculation. In: CLUSTER, pp 129-138
26. Tang Q, Gupta SKS, Varsamopoulos G (2008) Energy-efficient thermal-aware task scheduling for homogeneous high-performance computing data centers: a cyber-physical approach. IEEE Trans Parallel Distrib Syst 19(11):1458-1472
27. Tang Q, Mukherjee T, Gupta SKS, Cayton P (2006) Sensor-based fast thermal evaluation model for energy efficient high-performance datacenters. In: Proceedings of the fourth international conference on intelligent sensing and information processing, pp 203-208
28. Vanderster DC, Baniasadi A, Dimopoulos NJ (2007) Exploiting task temperature profiling in temperature-aware task scheduling for computational clusters. In: Asia-Pacific computer systems architecture conference, pp 175-185
29. Wang L, Cai W, Jie W, See S (2004) Models and heuristics for resource co-reservation in computational grids. Neural Parallel Sci Comput 12(3):261-288
30. Wang L, von Laszewski G, Dayal J, He X, Younge AJ, Furlani TR (2009) Towards thermal aware workload scheduling in a data center. In: Proceedings of the 10th international symposium on pervasive systems, algorithms and networks (ISPAN2009), Kao-Hsiung, Taiwan, 14-16 Dec
31. Yang J, Xiuyi Z, Chrobak M, Youtao Z, Jin L (2008) Dynamic thermal management through task scheduling. In: ISPASS, pp 191-201
32. Zhang S, Chatha KS (2007) Approximation algorithm for the temperature-aware scheduling problem. In: ICCAD, pp 281-288