Luca Parolini
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A Hierarchical Approach to Energy Management in Data Centers

IEEE Conference on Decision and Control (CDC 2010), 2010

Authors
Luca Parolini, Emanuele Garone, Bruno Sinopoli, Bruce H. Krogh
Published
IEEE Xplore
Preprint
PDF
DOI
DOI

Abstract

This paper presents a hierarchical approach to energy management in data centers. The control architecture decomposes the problem into a fast computational layer (server workload scheduling) and a slower thermal layer (cooling management), enabling scalable coordinated optimization. The hierarchical structure exploits the natural timescale separation between computational and thermal dynamics.

Cite

L. Parolini, E. Garone, B. Sinopoli, and B. H. Krogh, “A Hierarchical Approach to Energy Management in Data Centers,” in IEEE Conference on Decision and Control (CDC), Dec. 2010. doi: 10.1109/cdc.2010.5718148.

BibTeX
@inproceedings{parolini2010hierarchical,
	author = {Parolini, Luca and Garone, Emanuele and Sinopoli, Bruno and Krogh, Bruce H.},
	booktitle = {IEEE {Conference} on {Decision} and {Control} ({CDC})},
	doi = {10.1109/cdc.2010.5718148},
	year = {2010},
	month = {dec},
	title = {A {Hierarchical} {Approach} to {Energy} {Management} in {Data} {Centers}},
}

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