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On Optimal Policies for Energy-Aware Servers
- Source :
- MASCOTS
- Publication Year :
- 2013
- Publisher :
- IEEE, 2013.
-
Abstract
- As energy costs and energy used by server farms increase, so does the desire to implement energy-aware policies. Although under some metrics, optimal policies for single as well as multiple server systems are known, a number of metrics remain without sufficient knowledge of corresponding optimal policies. We describe and analyse a model to determine an optimal policy for on/off single server systems under a broad range of cost functions that are based on expected response time, expected energy costs, and expected wear and tear costs. We leverage this model in the problem of routing jobs to one of two servers to show a range of non-trivial optimal routing probabilities and server configurations when energy concerns are a factor.
- Subjects :
- Mathematical optimization
Computer Networks and Communications
Stochastic modelling
Computer science
Distributed computing
0211 other engineering and technologies
02 engineering and technology
01 natural sciences
010104 statistics & probability
Green computing
Server
0202 electrical engineering, electronic engineering, information engineering
Leverage (statistics)
0101 mathematics
Queueing theory
021103 operations research
Markov chain
Wear and tear
Response time
Single server
020206 networking & telecommunications
Statistical model
Server farm
Hardware and Architecture
Modeling and Simulation
Software
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2013 IEEE 21st International Symposium on Modelling, Analysis and Simulation of Computer and Telecommunication Systems
- Accession number :
- edsair.doi.dedup.....b0cac7f8e88389a494157b74e137d430
- Full Text :
- https://doi.org/10.1109/mascots.2013.11