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2012 | OriginalPaper | Buchkapitel

Models and Control Strategies for Data Centers in the Smart Grid

verfasst von : Luca Parolini, Bruno Sinopoli, Bruce H. Krogh

Erschienen in: Control and Optimization Methods for Electric Smart Grids

Verlag: Springer New York

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Abstract

This chapter discusses the challenges and the possibilities offered by controlling a data center as a node of the smart-grid. The communication between the grid and the data center takes the form of a time-varying and power-consumption-dependent electricity price. A model that considers both the computational and the physical characteristics of a data center, as well as their interactions, is proposed. Two control approaches are discussed. The first control approach does not consider the interaction between the computational and the thermal characteristics of a data center. We call such a control approach uncoordinated. The second controller considers the coupling between the computational and the thermal characteristics. We call such a control approach coordinated. Simulation results, discussed at the end of the chapter, show that the coordinated control approach can lead to larger income for data center operators than the uncoordinated approach.

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Vorheriges Kapitel Toward a Highly Available Modern Grid

Nächstes Kapitel Electrical Centrality Measures for Power Grids

http://tomsym.com/ and http://www.ziena.com/knitro.html.

Source: The Internet Traffic Archive http://ita.ee.lbl.gov/.

Aydin H, Zhu D (2009) Reliability-aware energy management for periodic real-time tasks. IEEE Trans Comput 58(10):1382–1397CrossRefMathSciNet

Bash CE, Patel CD, Sharma RK (2006) Dynamic thermal management of air cooled data centers. In: Proc. of the 10th Intersociety Conf. Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm), San Diego, CA, pp 445–452

Breen TJ, Walsh EJ, Punch J, Shah AJ, Bash CE (2010) From chip to cooling tower data center modeling: Part I influence of server inlet temperature and temperature rise across cabinet. In: Proc. 12th IEEE Intersociety Conf. Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm), Las Vegas, NV, pp 1–10

Choudhary P, Marculescu D (2009) Power management of voltage/frequency island-based systems using hardware-based methods. IEEE Trans Very Large Scale Integrat (VLSI) Syst 17(3):427–438

Fan X, Weber WD, Barroso LA (2007) Power provisioning for a warehouse-sized computer. In: International Symposium on Computer Architecture, San Diego, CA, pp 13–23, June 2007

Greco RA (2003) High density data centers fraught with peril. Slides, EYP Mission Critical Facilities Inc.

Jin H, Deng L, Wu S, Shi X, Pan X (2009) Live virtual machine migration with adaptive, memory compression. In: Proc. IEEE Int. Conf. Cluster Computing and Workshops CLUSTER, pp 1–10

Kim J, Yoo S, Kyung CM (2011) Program phase-aware dynamic voltage scaling under variable computational workload and memory stall environment. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 30(1):110–123CrossRef

Ma F, Liu F, Liu Z (2010) Live virtual machine migration based on improved pre-copy approach. In: Proc. IEEE Int Software Engineering and Service Sciences (ICSESS) Conf, Beijing, pp 230–233

10.

Moore J, Chase J, Ranganathan P, Sharma R (2005) Making scheduling “Cool”: temperature-aware workload placement in data centers. In: USENIX Annual Technical Conference, Anaheim, California, pp 61–75, April 10–15

11.

Parolini L, Sinopoli B, Krogh BH (2009) A unified thermal-computational approach to data center energy management. In: Fifth International Workshop on Feedback Control Implementation and Design in Computing Systems and Networks, San Francisco, California, USA, April 16, 2009

12.

Parolini L, Garone E, Sinopoli B, Krogh BH (2010) A hierarchical approach to energy management in data centers. In: Proc. of the 49th IEEE Conference on Decision and Control, Atlanta, Georgia, USA, pp 1065–1070

13.

Parolini L, Tolia N, Sinopoli B, Krogh BH (2010) A cyber-physical systems approach to energy management in data centers. In: First international conference on cyber-physical systems, Stockholm, Sweden, pp 168–177

14.

Parolini L, Sinopoli B, Krogh BH (2011) Model predictive control of data centers in the smart grid scenario. In: Proc. of the 18th International Federation of Automatic Control (IFAC) World Congress, Vol 18, Part1, Milano, Italy

15.

Patel CD, Sharma RK, Bash C, Beitelmal M (2002) Thermal considerations in cooling large scale high compute density data centers. In: ITHERM, San Diego, CA, USA, pp 767–776

16.

Patterson M, Costello D, Grimm PF, Loeffler M (2007) Data center TCO; a comparison of high-density and low-density spaces. White paper, Intel Corporation

17.

Patterson MK, Fenwick D (2008) The state of data center cooling. White paper, Intel Corporation

18.

Sharma RK, Bash CE, Patel CD, Friedrich RJ, Chase JS (2005) Balance of power: Dynamic thermal management for internet data centers. IEEE Internet Comput 9:42–49CrossRef

19.

Tang Q, Mukherjee T, Gupta SKS, Cayton P (2006) Sensor-based fast thermal evaluation model for energy efficient high-performance data centers. In: Intelligent Sensing and Information Processing, Bangalore, India, pp 203–208

20.

The Green Grid (2007) The green grid data center power efficiency metrics: PUE and DCiE. White paper, Technical Committee

21.

Tolia N, Wang Z, Ranganathan P, Bash C, Marwah M, Zhu X (2009) Unified power and cooling management in server enclosures. In: InterPACK, San Francisco, California, USA, pp 721–730

22.

US Environmental Protection Agency (2007) Report to congress on server and data center energy efficiency. Tech. rep., ENERGY STAR Program

23.

Walsh EJ, Breen TJ, Punch J, Shah AJ, Bash CE (2010) From chip to cooling tower data center modeling: Part II influence of chip temperature control philosophy. In: Proc. 12th IEEE Intersociety Conf. Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm), Las Vegas, NV, pp 1–7

Titel: Models and Control Strategies for Data Centers in the Smart Grid
verfasst von: Luca Parolini
Bruno Sinopoli
Bruce H. Krogh
Verlag: Springer New York
Buch: Control and Optimization Methods for Electric Smart Grids
Print ISBN: 978-1-4614-1604-3

Electronic ISBN: 978-1-4614-1605-0

Copyright-Jahr: 2012
DOI: https://doi.org/10.1007/978-1-4614-1605-0_11