ATAC: Ambient temperature-aware capping for power efficient datacenters

Proceedings of the 5th ACM Symposium on Cloud Computing, SOCC 2014

Volumn , Issue , 2014, Pages

  Yeo, Sungkap ^a   Hossain, Mohammad M ^a   Huang, Jen Cheng ^a   Lee, Hsien Hsin S ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Cloud computing; Cooling power; Energy efficient data center; Performance capping

Indexed keywords

CLOUD COMPUTING; COOLING SYSTEMS; ENERGY EFFICIENCY; METEOROLOGY; TEMPERATURE;

CAPPING MECHANISM; COMPUTING SYSTEM; COOLING POWER; DATA CENTERS; ELECTRICAL POWER; PERFORMANCE CAPPING; POWER EFFICIENCY; POWER EFFICIENT;

COOLING;

EID: 85118316840     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2670979.2670996     Document Type: Conference Paper

References (44)

1. F. Ahmad and T. N. Vijaykumar. Joint optimization of idle and cooling power in data centers while maintaining response time. In Proceedings of the Fifteenth Edition ofASPLOS on Architectural Support for Programming Languages and Operating Systems, ASPLOS-15, 2010.
2. D. Atwood and J. Miner. Reducing data center cost with an air economizer. Intel White Paper, Tech. Rep, 2008.
3. A. Banerjee, T. Mukherjee, G. Varsamopoulos, and S. K. S. Gupta. Cooling-aware and thermal-aware workload placement for green hpc data centers. International Green Computing Conference, 2010.
4. L. A. Barroso and U. Holzle. The case for energy-proportional computing. Computer, 40(12):33-37, 2007.
5. C. Bash, C. D. Patel, and R. K. Sharma. Dynamic thermal management of air cooled data centers. In Proceedings of the Tenth Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronics Systems, ITHERM, 2006.
6. T. Benson, A. Akella, A. Shaikh, and S. Sahu. Cloudnaas: a cloud networking platform for enterprise applications. In Proceedings of the 2nd ACM Symposium on Cloud Computing, SoCC, 2011.
7. S. Biswas, M. Tiwari, T. Sherwood, L. Theogarajan, and F. T. Chong. Fighting fire with fire: modeling the datacenter-scale effects of targeted superlattice thermal management. In Proceeding of the 38th annual international symposium on Computer architecture, ISCA-38, 2011.
8. B. Black, M. Annavaram, N. Brekelbaum, J. De Vale, L. Jiang, G. H. Loh, D. McCauley, P. Morrow, D. W. Nelson, D. Pantuso, et al. Die stacking (3d) microarchitecture. In Proceedings of the 39th Annual International Symposium on Microarchitecture, MICRO-39, 2006.
9. D. Brooks and M. Martonosi. Dynamic thermal management for high-performance microprocessors. In Proceedings of the Seventh Annual Symposium on High Performance Computer Architecture, HPCA-7, 2001.
10. H. Endo, H. Kodama, H. Fukuda, T. Sugimoto, T. Horie, and M. Kondo. Effect of climatic conditions on energy consumption in direct fresh-air container data centers. In International Green Computing Conference, IGCC, 2013.
11. D. Ernst, N. Kim, S. Das, S. Pant, R. Rao, T. Pham, C. Ziesler, D. Blaauw, T. Austin, K. Flautner, et al. Razor: A low-power pipeline based on circuit-level timing speculation. In Proceedings of IEEE/ACM 36th International Symposium on Microarchitecture, MICRO-36, 2003.
12. M. Ferdman, A. Adileh, O. Kocberber, S. Volos, M. Alisafaee, D. Jevdjic, C. Kaynak, A. D. Popescu, A. Ailamaki, and B. Falsafi. Clearing the clouds: a study of emerging scale-out workloads on modern hardware. In Proceedings of the seventeenth international conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS-17, 2012.
13. I. Goiri, W. Katsak, K. Le, T. D. Nguyen, and R. Bianchini. Parasol and greenswitch: Managing datacenters powered by renewable energy. In Proceedings of the 18th Symposium on Architectural Support for Programming Languages and Operating Systems, ASPLOS-18, 2013.
14. I. Goiri, W. Katsak, K. Le, T. D. Nguyen, and R. Bianchini. Designing and managing datacenters powered by renewable energy. IEEE Micro, 2014.
15. S. Govindan, A. Sivasubramaniam, and B. Urgaonkar. Benefits and limitations of tapping into stored energy for datacenters. In Proceeding of the 38th annual international symposium on Computer architecture, ISCA-38, 2011.
16. J. Hamilton. 2011 European Data Center Summit. http://perspectives.mvdirona.com/2011/05/25/2011EuropeanDataCenterSummitaspx.
17. J. Hamilton. Where does the power go in high-scale data centers (keynote address). Proceedings of the International Conference on Measurement and Modeling of Computer Systems (Sigmetrics), 2009.
18. M. E. Haque, K. Le, I. Goiri, R. Bianchini, and T. D. Nguyen. Providing green slas in high performance computing clouds. In International Green Computing Conference, IGCC, 2013.
19. Lawrence Berkeley National Laboratory. Data Center Energy Benchmarking Case Study - Facility 8, 2003.
20. C. Lefurgy, X. Wang, and M. Ware. Power capping: a prelude to power shifting. Cluster Computing, 11(2):183-195, 2008.
21. C. Li, A. Qouneh, and T. Li. iswitch: coordinating and optimizing renewable energy powered server clusters. In Proceedings of the 39th Annual International Symposium on Computer Architecture, ISCA-39, 2012.
22. D. Li, B. R. D. Supinski, M. Schulz, K. W. Cameron, and D. S. Nikolopoulos. Hybrid mpi/openmp power-aware computing. In Proceedings of the 24th IEEE International Parallel and Distributed Processing Symposium, IPDPS, 2010.
23. D. Lo, L. Cheng, R. Govindaraju, L. A. Barroso, and C. Kozyrakis. Towards energy proportionality for large-scale latency-critical workloads. In Proceeding of the 41st Annual International Symposium on Computer Architecuture, ISCA-41, 2014.
24. D. Meisner, B. T. Gold, and T. F. Wenisch. PowerNap: Eliminating Server Idle Power. In Proceeding of the Fourteenth International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS-14, 2009.
25. J. D. Moore, J. S. Chase, P. Ranganathan, and R. K. Sharma. Making scheduling cool: Temperature-aware resource assignment in data centers. In 2005 Usenix Annual Technical Conference, pages 61-75, 2005.
26. T. Mukherjee, A. Banerjee, G. Varsamopoulos, S. K. Gupta, and S. Rungta. Spatio-temporal thermal-aware job scheduling to minimize energy consumption in virtualized heterogeneous data centers. Computer Networks, 53(17):2888-2904, 2009.
27. C. D. Patel, R. Sharma, C. E. Bash, and A. Beitelmal. Thermal considerations in cooling large scale high compute density data centers. In Proceedings of the Eighth Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITHERM, 2002.
28. M. K. Patterson. The effect of data center temperature on energy efficiency. In 11th Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITHERM, 2008.
29. S. Pelley, D. Meisner, P. Zandevakili, T F. Wenisch, and J. Underwood. Power Routing: Dynamic Power Provisioning in the Data Center. In Proceeding of the Fifteenth International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS-15, 2010.
30. F. J. Pollack. New microarchitecture challenges in the coming generations of cmos process technologies (keynote address). In Proceedings of the 32nd annual international symposium on Microarchitecture, MICRO-32, 1999.
31. K. P. Puttaswamy, C. Kruegel, and B. Y. Zhao. Silverline: toward data confidentiality in storage-intensive cloud applications. In Proceedings of the 2nd ACM Symposium on Cloud Computing, SoCC, 2011.
32. C. Reiss, A. Tumanov, G. R. Ganger, R. H. Katz, and M. A. Kozuch. Towards understanding heterogeneous clouds at scale: Google trace analysis. Technical report, 2012.
33. C. Reiss, A. Tumanov, G. R. Ganger, R. H. Katz, and M. A. Kozuch. Heterogeneity and dynamicity of clouds at scale: Google trace analysis. In Proceedings of the Third ACM Symposium on Cloud Computing, SoCC, 2012.
34. A. Shah, C. Patel, C. Bash, R. Sharma, and R. Shih. Impact of rack-level compaction on the data center cooling ensemble. In 11th Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITHERM, 2008.
35. G. Shamshoian, M. Blazek, P. Naughton, R. S. Seese, E. Mills, and W. Tschudi. High-tech means high-efficiency: The business case for energy management in high-tech industries. 2005.
36. R. K. Sharma, C. E. Bash, C. D. Patel, R. J. Friedrich, and J. S. Chase. Balance of power: Dynamic thermal management for internet data centers. IEEE Internet Computing, pages 42-49, 2005.
37. Z. Shen, S. Subbiah, X. Gu, and J. Wilkes. Cloudscale: elastic resource scaling for multi-tenant cloud systems. In Proceedings of the 2nd ACM Symposium on Cloud Computing, SoCC, 2011.
38. J. Sim, G. H. Loh, H. Kim, M. O'Connor, and M. Thottethodi. A mostly-clean dram cache for effective hit speculation and self-balancing dispatch. In Proceedings of the 2012 45th Annual International Symposium on Microarchitecture, MICRO-45, 2012.
39. J. Sim, G. H. Loh, V. Sridharan, and M. O'Connor. Resilient die-stacked dram caches. In Proceedings of the 40th Annual International Symposium on Computer Architecture, ISCA-40, 2013.
40. Q. Tang, T. Mukherjee, S. K. Gupta, and P. Cayton. 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, ICISIP, 2006.
41. N. Tolia, Z. Wang, P. Ranganathan, C. Bash, M. Marwah, and X. Zhu. Unified thermal and power management in server enclosures. In the ASME/Pacific Rim Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Systems, MEMS, and NEMS, InterPACK, 2009.
42. X. Wang and M. Chen. Cluster-level feedback power control for performance optimization. In Proceedings of the 14th International Symposium on High Performance Computer Architecture, HPCA-14, 2008.
43. D. H. Woo and H.-H. S. Lee. Extending amdahl's law for energy-efficient computing in the many-core era. Computer, 41(12):24-31, 2008.
44. S. Yeo and H.-H. S. Lee. Simware: A holistic warehouse-scale computer simulator. Computer, 45(9):48-55, 2012.