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Proceedings of the Institute for System Programming of the RAS, 2021, Volume 33, Issue 2, Pages 125–136
DOI: https://doi.org/10.15514/ISPRAS-2021-33(2)-7 (Mi tisp589) 		 
Smart grid demand response strategies for datacenters

J. Murañaa, S. Nesmachnowab, S. Iturriagaa, S. Montes de Ocaa, G. Belcredia, P. Monzóna, V. Shepelevb, A. Tchernykhcdb

a Universidad de la Republica
b South Ural State University
c Centro de Investigación Científica y de Educación Superior
d Ivannikov Institute for System Programming of the Russian Academy of Sciences
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DOI: https://doi.org/10.15514/ISPRAS-2021-33(2)-7
Abstract: This article presents demand response techniques for the participation of datacenters in smart electricity markets under the smart grid paradigm. The proposed approach includes a datacenter model based on empirical information to determine the power consumption of CPU-intensive and memory-intensive tasks. A negotiation approach between the datacenter and clients and a heuristic planning method for energy reduction optimization are proposed. The experimental evaluation is performed over realistic problem instances modeling different types of clients. Results indicate that the proposed approach is effective to provide appropriate demand response actions according to monetary incentives.
Keywords: smart grid, computational intelligence, demand response.
Funding agency Grant number
Agencia Nacional de Investigación e Innovación FSE_2017_1_144789
PEDECIBA
The work is partially supported by Agencia Nacional de Investigación e Innovación (FSE_2017_1_144789). The work of S. Nesmachnow and S. Iturriaga has been partly funded by ANII and PEDECIBA, Uruguay. The authors also want to thank the Centro Nacional de Supercomputación (Cluster.Uy).
Document Type: Article
Language: Russian
Citation: J. Muraña, S. Nesmachnow, S. Iturriaga, S. Montes de Oca, G. Belcredi, P. Monzón, V. Shepelev, A. Tchernykh, “Smart grid demand response strategies for datacenters”, Proceedings of ISP RAS, 33:2 (2021), 125–136
Citation in format AMSBIB
\Bibitem{MurNesItu21}
\by J.~Mura\~na, S.~Nesmachnow, S.~Iturriaga, S.~Montes de Oca, G.~Belcredi, P.~Monz\'on, V.~Shepelev, A.~Tchernykh
\paper Smart grid demand response strategies for datacenters
\jour Proceedings of ISP RAS
\yr 2021
\vol 33
\issue 2
\pages 125--136
\mathnet{http://mi.mathnet.ru/tisp589}
\crossref{https://doi.org/10.15514/ISPRAS-2021-33(2)-7}
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