ICDCS '06 Proceedings of the 26th IEEE International Conference on Distributed Computing Systems
Approximation Modeling for the Online Performance Management of Distributed Computing Systems
ICAC '07 Proceedings of the Fourth International Conference on Autonomic Computing
Automated control in cloud computing: challenges and opportunities
ACDC '09 Proceedings of the 1st workshop on Automated control for datacenters and clouds
Cooperative Autonomic Management in Dynamic Distributed Systems
SSS '09 Proceedings of the 11th International Symposium on Stabilization, Safety, and Security of Distributed Systems
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In this paper, a distributed control based performance management approach is developed for a general class of web services deployed in a cloud computing environment. This approach is developed using interaction balance principles that has been applied for optimal control of large scale dynamic systems. The proposed approach can be applied to a general class of distributed computing systems where performance can be tuned by changing a finite set of control inputs. The developed distributed control structure is demonstrated by applying it to manage a distributed web service to minimize power consumption and maximize quality of service.