MODELING SYSTEM POWER CONSUMPTION CONSIDERING DVFS AND THERMAL EFFECT

Hyeong S. Kim, Frank Yong-Kyung Oh, Hyeonsang Eom, Heon Y. Yeom

Abstract

Increasing energy efficiency for a single system or data center is gaining much interest among IT operators and researchers. There has been lots of research focused on improving energy efficiency by analyzing existing systems and proposing a new system architecture. The most fundamental part of improving energy efficiency is to accurately and efficiently measure the power consumed by the servers. In this paper, we model the power consumption of a single server with resource utilization considering two factors, DVFS and thermal effect.

References

  1. Andersen, D. G., Franklin, J., Kaminsky, M., Phanishayee, A., Tan, L., and Vasudevan, V. (2009). FAWN: a fast array of wimpy nodes. In Proceedings of the ACM SIGOPS 22nd symposium on Operating systems principles, SOSP 7809, pages 1-14, New York, NY, USA. ACM.
  2. Caulfield, A. M., Grupp, L. M., and Swanson, S. (2009). Gordon: using flash memory to build fast, powerefficient clusters for data-intensive applications. In Proceeding of the 14th international conference on Architectural support for programming languages and operating systems, ASPLOS 7809, pages 217-228, New York, NY, USA. ACM.
  3. Chun, B.-G., Iannaccone, G., Iannaccone, G., Katz, R., Lee, G., and Niccolini, L. (2010). An energy case for hybrid datacenters. SIGOPS Oper. Syst. Rev., 44:76-80.
  4. Fan, X., Weber, W.-D., and Barroso, L. A. (2007). Power provisioning for a warehouse-sized computer. In Proceedings of the 34th annual international symposium on Computer architecture, ISCA 7807, pages 13-23, New York, NY, USA. ACM.
  5. Harnik, D., Naor, D., and Segall, I. (2009). Low power mode in cloud storage systems. In Proceedings of the 2009 IEEE International Symposium on Parallel&Distributed Processing, pages 1-8, Washington, DC, USA. IEEE Computer Society.
  6. Kansal, A., Zhao, F., Liu, J., Kothari, N., and Bhattacharya, A. A. (2010). Virtual machine power metering and provisioning. In Proceedings of the 1st ACM symposium on Cloud computing, SoCC 7810, pages 39-50, New York, NY, USA. ACM.
  7. Koller, R., Verma, A., and Neogi, A. (2010). Wattapp: an application aware power meter for shared data centers. In Proceeding of the 7th international conference on Autonomic computing, ICAC 7810, pages 31-40, New York, NY, USA. ACM.
  8. Qureshi, A., Weber, R., Balakrishnan, H., Guttag, J., and Maggs, B. (2009). Cutting the electric bill for internet-scale systems. In Proceedings of the ACM SIGCOMM 2009 conference on Data communication, SIGCOMM 7809, pages 123-134, New York, NY, USA. ACM.
  9. Rivoire, S., Ranganathan, P., and Kozyrakis, C. (2008). A comparison of high-level full-system power models. In Proceedings of the 2008 conference on Power aware computing and systems, HotPower'08, Berkeley, CA, USA. USENIX Association.
  10. SPECpower (2011). http://www.spec.org/power ssj2008.
  11. Vasudevan, V., Andersen, D. G., Kaminsky, M., Franklin, J., Kozuch, M. A., Moraru, I., Pillai, P., and Tan, L. (2011). Challenges and opportunities for efficient computing with fawn. SIGOPS Oper. Syst. Rev., 45:34-44.
Download


Paper Citation


in Harvard Style

S. Kim H., Yong-Kyung Oh F., Eom H. and Y. Yeom H. (2011). MODELING SYSTEM POWER CONSUMPTION CONSIDERING DVFS AND THERMAL EFFECT . In Proceedings of the 6th International Conference on Software and Database Technologies - Volume 1: ICSOFT, ISBN 978-989-8425-76-8, pages 149-153. DOI: 10.5220/0003507401490153


in Bibtex Style

@conference{icsoft11,
author={Hyeong S. Kim and Frank Yong-Kyung Oh and Hyeonsang Eom and Heon Y. Yeom},
title={MODELING SYSTEM POWER CONSUMPTION CONSIDERING DVFS AND THERMAL EFFECT},
booktitle={Proceedings of the 6th International Conference on Software and Database Technologies - Volume 1: ICSOFT,},
year={2011},
pages={149-153},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003507401490153},
isbn={978-989-8425-76-8},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 6th International Conference on Software and Database Technologies - Volume 1: ICSOFT,
TI - MODELING SYSTEM POWER CONSUMPTION CONSIDERING DVFS AND THERMAL EFFECT
SN - 978-989-8425-76-8
AU - S. Kim H.
AU - Yong-Kyung Oh F.
AU - Eom H.
AU - Y. Yeom H.
PY - 2011
SP - 149
EP - 153
DO - 10.5220/0003507401490153