Performance model driven QoS guarantees and optimization in clouds

Authors:
Jim Li;John Chinneck;Murray Woodside;Marin Litoiu;Gabriel Iszlai
Affiliations:
Dept. of Systems and Computer Engineering, Carleton University, Ottawa Canada;Dept. of Systems and Computer Engineering, Carleton University, Ottawa Canada;Dept. of Systems and Computer Engineering, Carleton University, Ottawa Canada;School of Information Technology, York University, Toronto, Canada;IBM CAS Toronto, Canada
Venue:
CLOUD '09 Proceedings of the 2009 ICSE Workshop on Software Engineering Challenges of Cloud Computing
Year:
2009

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Abstract

This paper presents a method for achieving optimization in clouds by using performance models in the development, deployment and operations of the applications running in the cloud. We show the architecture of the cloud, the services offered by the cloud to support optimization and the methodology used by developers to enable runtime optimization of the clouds. An optimization algorithm is presented which accommodates different goals, different scopes and timescales of optimization actions, and different control algorithms. The optimization here maximizes profits in the cloud constrained by QoS and SLAs across a large variety of workloads.