TACOMA: Server and workload management in internet data centers considering cooling-computing power trade-off and energy proportionality

Transactions on Architecture and Code Optimization

Volumn 9, Issue 2, 2012, Pages

  Abbasi, Zahra ^a   Varsamopoulos, Georgios ^a   Gupta, Sandeep K S ^a  

^a ARIZONA STATE UNIVERSITY   (United States)

Author keywords

And cooling computing power trade off; Data center; Energy saving; Energy proportional systems; Thermal aware server provisioning; Thermal aware workload distribution

Indexed keywords

COMPUTING POWER; DATA CENTERS; HEAT RECIRCULATION; INTERNET DATA CENTERS; PEAK EFFICIENCY; QOS CONSTRAINTS; THERMAL AWARE SERVER PROVISIONING; TIME-SCALES; WORK-LOAD DISTRIBUTION; WORKLOAD MANAGEMENT;

ENERGY CONSERVATION; INTERNET;

COOLING;

EID: 84863681576     PISSN: 15443566     EISSN: 15443973     Source Type: Journal    
DOI: 10.1145/2207222.2207227     Document Type: Article

References (36)

1. ABBASI, Z., MUKHERJEE, T., VARSAMOPOULOS, G., AND GUPTA, S. K. S. 2012. DAHM: A green and dynamic web application hosting manager across geographically distributed data centers. ACM J. Emerg. Techn. To appear.
2. ABBASI, Z., VARSAMOPOULOS, G., AND GUPTA, S. K. S. 2010. Thermal aware server provisioning andworkload distribution for internet data centers. In Proceedings of the ACM International Symposium on High Performance Distributed Computing (HPDC '10). 130-141.
3. AISSI, H., BAZGAN, C., AND VANDERPOOTEN, D. 2006. Approximating min-max (regret) versions of some polynomial problems. In Proceedings of the 12th International Computing and Combinatorics Conference. 428-438. (Pubitemid 44531994)
4. ALLEN, A. O. 1990. Probability, Statistics and Queuing Theory with Computer Science Applications. Academic Press Inc.
5. ARLITT, M. AND JIN, T. 2000. A workload characterization study of the 1998 World Cup Web site. IEEE Netw. 14, 3, 30-37.
6. BARROSO, L. A. AND HOLZLE, U. 2007. The case for energy-proportional computing. Computer 40, 33-37.
7. BASH, C. AND FORMAN, G. 2007. Cool job allocation: Measuring the power savings of placing jobs at coolingefficient locations in the data center. Tech. rep. HPL-2007-62, HP Laboratories Palo Alto, CA.
8. BOHRER, P., ELNOZAHY, E. N., KELLER, T., KISTLER, M., LEFURGY, C., MCDOWELL, C., AND RAJAMONY, R. 2002. The case for power management in web servers. In Power Aware Computing, IBM Research, Austin TX, 261-289.
9. CHASE, J., ANDERSON, D., THAKAR, P., VAHDAT, A., AND DOYLE, R. 2001. Managing energy and server resources in hosting centers. In Proceedings of the 18th ACM Symposium on Operating Systems Principles (SOSP '01). ACM, New York, NY, 103-116. (Pubitemid 33612608)
10. CHEN, G., HE, W., LIU, J., NATH, S., RIGAS, L., XIAO, L., AND ZHAO, F. 2008. Energy-aware server provisioning and load dispatching for connection-intensive internet services. In Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation (NSDI'08). USENIX Association, Berkeley, CA, 337-350.
11. CHEN, Y., DAS, A., QIN, W., SIVASUBRAMANIAM, A., WANG, Q., AND GAUTAM, N. 2005. Managing server energy and operational costs in hosting centers. SIGMETRICS Perform. Eval. Rev. 33, 1, 303-314. (Pubitemid 43275430)
12. CHUN, B.-G., IANNACCONE, G., KATZ, R., LEE, G., AND NICCOLINI, L. 2010. An energy case for hybrid datacenters. ACM SIGOPS Oper. Syst. Rev. 44, 1, 76-80.
13. FARAZ, A. AND VIJAYKUMAR, T. 2010. Joint optimization of idle and cooling power in data centers while maintaining response time. ACM SIGARCH Comput. Archit. News 38, 1, 243-256.
14. GUPTA, S. K. S., VARSAMOPOULOS, G., HAYWOOD, A., PHELAN, P., AND MUKHERJEE, T. 2012. In Handbook of Energy- Aware and Green Computing. Number 45, Chapman and Hall/CRC. BlueTool: Using a computing systems research infrastructure tool to design and test green and sustainable data centers.
15. HOELZLE, U. AND BARROSO, L. 2009. The Datacenter as a Computer: An Introduction to the Design ofWarehouse- Scale Machines 1st Ed. Morgan and Claypool Publishers.
16. KRIOUKOV, A., MOHAN, P., ALSPAUGH, S., KEYS, L., CULLER, D., AND KATZ, R. 2010. NapSAC: Designand implementation of a power-proportional web cluster. In Proceedings of the 1st ACM SIGCOMM Workshop on Green Networking. ACM, 15-22.
17. KUSIC, D., KEPHART, J. O., HANSON, J. E., KANDASAMY, N., AND JIANG, G. 2009. Power and performance management of virtualized computing environments via lookahead control. Cluster Comput. 12, 1-15.
18. MONTGOMERY, D. C., PECK, E. A., AND VINING, G. G. 2001. Introduction to Linear Regression Analysis. John Wiley and Sons Inc.
19. MOORE, J., CHASE, J., AND RANGANATHAN, P. 2006. Weatherman: Automated, online, and predictive thermal mapping and management for data centers. In Proceedings of the IEEE International Conference on Autonomic Computing. 155-164. (Pubitemid 46666916)
20. MOORE, J., CHASE, J., RANGANATHAN, P., AND SHARMA, R. 2005. Making scheduling "cool": Temperature aware workload placement in data centers. In Proceedings of the USENIX Annual Technical Conference (ATEC '05). USENIX Association, Berkeley, CA, 5-5.
21. MUKHERJEE, T., BANERJEE, A., VARSAMOPOULOS, G., GUPTA, S. K. S., AND RUNGTA, S. 2009. Spatiotemporal thermalaware job scheduling to minimize energy consumption in virtualized heterogeneous data centers. Comput. Netw. 53, 17, 2888-2904.
22. PAROLINI, L., TOLIAZ, N., SINOPOLIY, B., AND KROGHY, B. H. 2010. A cyber-physical systems approach to energy management in data centers. In Proceedings of the International Conference on Cyber-Physical Systems (ICCPS '10). 168-177.
23. PATTERSON, D. A. 2008. The data center is the computer. Comm. ACM 51, 1, 105.
24. RANGANATHAN, P., LEECH, P., IRWIN, D., AND CHASE, J. 2006. Ensemble-level power management fordense blade servers. In Proceedings of the 33rd International Symposium on Computer Architecture (ISCA '06). 66-77. (Pubitemid 46016605)
25. RAWSON, A., PFLEUGER, J., AND CADER, T. 2008. Green grid data center power efficiencymetrics: PUE and DCIE. The Green Grid: White Paper #6.
26. SHARMA, R. K., BASH, C. E., PATEL, C. D., FRIEDRICH, R. J., AND CHASE, J. S. 2005. Balance of power: Dynamic thermal management for internet data centers. IEEE Internet Comput. 9, 1, 42-49. (Pubitemid 40351898)
27. TANG, Q., GUPTA, S. K. S., AND 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.
28. THERESKA, E., DONNELLY, A., AND NARAYANAN, D. 2009. Sierra: a power-proportional, distributed storage system. Tech. rep., Microsoft Research.
29. TOLIA, N., WANG, Z., MARWAH, M., BASH, C., RANGANATHAN, P., AND ZHU, X. 2008. Delivering energy proportionality with non energy-proportional systems: optimizing the ensemble. In Proceedings of the Conference on Power Aware Computing and Systems. USENIX Association, 2-2.
30. TSIROGIANNIS, D., HARIZOPOULOS, S., AND SHAH, M. A. 2010. Analyzing the energy efficiency of a database server. In Proceedings of the International Conference on Management of Data (SIGMOD' 10). ACM, 231-242.
31. URGAONKAR, B., SHENOY, P., CHANDRAY, A., AND GOYAL, P. 2008. Agile dynamic provisioning of multi-tier internet applications. ACM Trans. Auton. Adapt. Syst. 3, 1, 1-39.
32. U.S. DEPARTMENT OF ENERGY. 2010. Quick start guide to increase data center energy efficiency. Tech. rep., U.S. Department of Energy.
33. VARSAMOPOULOS, G., ABBASI, Z., AND GUPTA, S. K. S. 2010. Trends and effects of energy proportionality on server provisioning in data centers. In Proceedings of the International Conference on High Performance Computing (HiPC '10). 1-11.
34. VARSAMOPOULOS, G. AND GUPTA, S. K. S. 2010. Energy proportionality and the future: Metrics anddirections. In Proceedings of the 39th IEEE International Conference on Parallel Processing. 461-467.
35. YU, G. AND KOUVELS, P. 1998. On min-max optimization of a collection of classical discrete optimization problems. Optimiz. Theory. Appl. 98, 1, 221-242.
36. ZHOU, X., YANG, J., CHROBAK, M., AND ZHANG, Y. 2010. Performance-aware thermal management via task scheduling. ACM Trans. Archit. Code Optim. 7, 1, 1-31.