DocumentCode
558657
Title
CloudOpt: Multi-goal optimization of application deployments across a cloud
Author
Li, Jim ZW ; Woodside, Murray ; Chinneck, John ; Litoiu, Marin
Author_Institution
Carleton Univ., Ottawa, ON, Canada
fYear
2011
fDate
24-28 Oct. 2011
Firstpage
1
Lastpage
9
Abstract
CloudOpt is a comprehensive approach to find optimal deployments for large service centers and clouds. It uses a combination of bin-packing, mixed integer programming and performance models to make decisions affecting diverse and strongly interacting goals, including satisfaction of different service level agreements for many different applications (involving response time, workload, throughput), host memory requirements and availability, license costs and power consumption. It is scalable and extendable to new objectives.
Keywords
bin packing; cloud computing; computer centres; integer programming; CloudOpt; application deployments; availability; bin-packing; host memory requirements; license costs; mixed integer programming; multigoal optimization; performance models; power consumption; service centers; Heuristic algorithms; Licenses; Memory management; Optimization; Quality of service; Resource management; Throughput;
fLanguage
English
Publisher
ieee
Conference_Titel
Network and Service Management (CNSM), 2011 7th International Conference on
Conference_Location
Paris
Print_ISBN
978-1-4577-1588-4
Electronic_ISBN
978-3-901882-44-9
Type
conf
Filename
6103947
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