Towards Multi-Agent Control in Energy-Efficient Data Centres

Yulia Berezovskaya, Chen-Wei Yang, Valeriy Vyatkin

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

1 Sitaatiot (Scopus)

Abstrakti

Modern data centres consume electricity at the industrial scale; at the same time, most of them demonstrate redundancy in energy consumption. The two most significant energy consumers in a data centre are its computational system and cooling system. This work focuses on techniques, which adapt the system energy use based on resource requirements at run-time. Actually, this work is an inception phase, which determines the main requirements to control the energy-efficient data centre and develops its general project. For that aim, the general design of the multi-agent control is proposed. The different types of agents are identified and their objectives are determined. Based on agent types the architecture of the multi-agent control is developed and agents' interactions are considered. The paper presents an example of an agent controlling a server fan. The agent is examined using closed-loop co-simulation with a server model.

AlkuperäiskieliEnglanti
OtsikkoProceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, IECON 2020
KustantajaIEEE
Sivut3574-3579
Sivumäärä6
ISBN (elektroninen)9781728154145
DOI - pysyväislinkit
TilaJulkaistu - 18 lokakuuta 2020
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaAnnual Conference of the IEEE Industrial Electronics Society - Virtual, Singapore, Singapore
Kesto: 19 lokakuuta 202021 lokakuuta 2020
Konferenssinumero: 46

Julkaisusarja

Nimi Proceedings of the Annual Conference of the IEEE Industrial Electronics Society
KustantajaIEEE
ISSN (painettu)1553-572X

Conference

ConferenceAnnual Conference of the IEEE Industrial Electronics Society
LyhennettäIECON
MaaSingapore
KaupunkiSingapore
Ajanjakso19/10/202021/10/2020

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