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
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;
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
