Autonomic Data Center Energy Management

links

X. Meng, C. Isci, J. Kephart, L. Zhang, E. Bouillet and D. Pendarakis, Efficient Resource Provisioning in Compute Clouds via VM Multiplexing. Accepted to [7th the IEEE International Conference on Autonomic Computing (ICAC), 2010.
C. Isci, J. Hanson, I. Whalley, M. Steinder and J. Kephart. Runtime Demand Estimation for Effective Dynamic Resource Management. Accepted to IEEE Network Operations and Management Symposium (NOMS), 2010.
J. Hanson, I. Whalley, M. Steinder and J. Kephart. Multi-aspect Hardware Management in Enterprise Server Consolidation. Accepted to IEEE Network Operations and Management Symposium (NOMS), 2010.

A. Gandhi, M. Harchol-Balter, R. Das, J. Kephart, C. Lefurgy. Power Capping via Forced Idleness. WEED 2009 (Workshop on Energy-Efficient Design), 2009.
A. Gandhi, M. Harchol-Balter, R. Das and C. Lefurgy. Optimal Power Allocation in Server Farms. Sigmetrics 2009. (Extended version including proofs can be found here)
B. Lubin, D. Parkes, J. Kephart and R. Das. Expressive power-based resource allocation for data centers . IJCAI-09 (International Joint Conference on Artificial Intelligence), 2009.
K.W. Cameron, K. Pruhs, S. Irani, P. Ranganathan, D. Brooks. Report of the Science of Power Management Workshop April 9-10, 2009. NSF Technical Report No. VT/CS-09-19 V1.0, August 31, 2009.

D. Kusic, J. Kephart, J. Hanson, N. Kandasamy and G. Jiang. Power and performance management of virtualized computing environments via lookahead control. Cluster Computing vol. 11 no. 4, pp. 341-354, 2008. (Expanded from article in ICAC 2008).
R. Das, J. Kephart, C. Lefurgy, G. Tesauro, D. Levine and H. Chan. Autonomic Multi-Agent Management of Power and Performance in Data Centers. In Autonomous Agents and Multi-agent Systems, 2008, pp. 107-114.
M. Steinder, I. Whalley, J. Hanson, and J. Kephart. Coordinated management of power usage and runtime performance. In IEEE Network Operations and Management Symposium (NOMS), 2008.

Gerald Tesauro, Rajarshi Das, Hoi Chan, Jeffrey Kephart, David Levine, Freeman Rawson, and Charles Lefurgy. Managing Power Consumption and Performance of Computing Systems Using Reinforcement L earning. In Neural Information Processing Systems Conference (NIPS), 2007.
Jeffrey O. Kephart, Hoi Chan, Rajarshi Das, David W. Levine, Gerald Tesauro, Freeman Rawson, and Charles Lefurgy. Coordinating multiple autonomic managers to achieve specified power-performance tradeoffs. In International Conference on Autonomic Computing (ICAC), 2007.