A cyber-physical systems approach to energy management in data centers

ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS 2010)

data-centers
energy-management
A cyber-physical systems framework for data center energy management that explicitly models the coupling between computation and thermal dynamics, enabling coordinated server and cooling control.
Authors

Luca Parolini

Niraj Tolia

Bruno Sinopoli

Bruce H. Krogh

Published year

2010

Authors
Luca Parolini, Niraj Tolia, Bruno Sinopoli, Bruce H. Krogh
Published
ACM DL
Preprint
PDF
DOI
DOI

Abstract

This paper applies a cyber-physical systems framework to data center energy management, explicitly modeling the tight coupling between computational workloads and thermal dynamics. The approach enables coordinated control of server workload placement and cooling systems, achieving energy savings while maintaining performance guarantees. The framework is validated on a realistic data center simulation.

Related

Citation

BibTeX citation:
@inproceedings{parolini2010cyber,
  author = {Parolini, Luca and Tolia, Niraj and Sinopoli, Bruno and
    Krogh, Bruce H.},
  title = {A Cyber-Physical Systems Approach to Energy Management in
    Data Centers},
  booktitle = {ACM/IEEE International Conference on Cyber-Physical
    Systems (ICCPS)},
  date = {2010-04-01},
  url = {https://lucaparolini.com/publications/papers/cps-energy-iccps-2010/},
  doi = {10.1145/1795194.1795218},
  langid = {en}
}
For attribution, please cite this work as:
L. Parolini, N. Tolia, B. Sinopoli, and B. H. Krogh, “A cyber-physical systems approach to energy management in data centers,” in ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), Apr. 2010. doi: 10.1145/1795194.1795218.