Dynamic power allocation in server farms: A Real Time Optimization approach

IEEE Conference on Decision and Control (CDC 2010)

data-centers
energy-management
A real-time optimisation approach for dynamic power allocation across server farms, balancing computational performance against energy consumption under time-varying workloads and power caps.
Authors

Mohammadreza Aghajani

Luca Parolini

Bruno Sinopoli

Published year

2010

Authors
Mohammadreza Aghajani, Luca Parolini, Bruno Sinopoli
Published
IEEE Xplore
Preprint
PDF
DOI
DOI

Abstract

This paper proposes a real-time optimization approach for dynamic power allocation in server farms. The method balances computational performance against energy consumption under time-varying workloads and power constraints. The approach is formulated as an online optimization problem that can be solved efficiently at runtime, enabling adaptive power management in response to changing conditions.

Related

Citation

BibTeX citation:
@inproceedings{aghajani2010,
  author = {Aghajani, Mohammadreza and Parolini, Luca and Sinopoli,
    Bruno},
  title = {Dynamic Power Allocation in Server Farms: {A} {Real} {Time}
    {Optimization} Approach},
  booktitle = {IEEE Conference on Decision and Control (CDC)},
  date = {2010-12-01},
  url = {https://lucaparolini.com/publications/papers/dynamic-power-cdc-2010/},
  doi = {10.1109/cdc.2010.5717522},
  langid = {en}
}
For attribution, please cite this work as:
M. Aghajani, L. Parolini, and B. Sinopoli, “Dynamic power allocation in server farms: A Real Time Optimization approach,” in IEEE Conference on Decision and Control (CDC), Dec. 2010. doi: 10.1109/cdc.2010.5717522.