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