DocumentCode :
2014171
Title :
Data centers power reduction: A two time scale approach for delay tolerant workloads
Author :
Yao, Yuan ; Huang, Longbo ; Sharma, Abhihshek ; Golubchik, Leana ; Neely, Michael
Author_Institution :
Univ. of Southern California, Los Angeles, CA, USA
fYear :
2012
fDate :
25-30 March 2012
Firstpage :
1431
Lastpage :
1439
Abstract :
In this work we focus on a stochastic optimization based approach to make distributed routing and server management decisions in the context of large-scale, geographically distributed data centers, which offers significant potential for exploring power cost reductions. Our approach considers such decisions at different time scales and offers provable power cost and delay characteristics. The utility of our approach and its robustness are also illustrated through simulation-based experiments under delay tolerant workloads.
Keywords :
computer centres; power aware computing; stochastic programming; data center power reduction; delay tolerant workload; distributed routing decision; power cost reduction; server management decision; stochastic optimization based approach; time scale approach; Delay; Distributed databases; Optimization; Robustness; Routing; Servers; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
INFOCOM, 2012 Proceedings IEEE
Conference_Location :
Orlando, FL
ISSN :
0743-166X
Print_ISBN :
978-1-4673-0773-4
Type :
conf
DOI :
10.1109/INFCOM.2012.6195508
Filename :
6195508
Link To Document :
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