Título:
Two level demand response planning for retail multi-tenant datacenters.
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Autor:
Muraña, Jonathan
Nesmachnow, Sergio
Iturriaga, Santiago
Montes de Oca, Sebastián
Belcredi, Gonzalo
Monzón, Pablo
Tchernykh, Andrei
Nesmachnow, Sergio
Iturriaga, Santiago
Montes de Oca, Sebastián
Belcredi, Gonzalo
Monzón, Pablo
Tchernykh, Andrei
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Tipo de documento:
Preprint
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Palabras clave:
Demand response
Computational intelligence
Planning, Datacenters
Computational intelligence
Planning, Datacenters
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Año de publicación:
2021
Contenido:
Resumen:
This article presents a two level planning approach for the participation of datacenters in the electricity market, by providing appropriate actions to demand response events, a relevant issue to contribute to the smart grid paradigm. A planning strategy is proposed for retail collocation datacenters, considering their heterogeneity. A negotiation is applied at the datacenter level and scheduling heuristics are used at the tenants level. Three heuristics are evaluated, accounting for different features of tasks submitted for execution. The proposed approach is evaluated considering realistic infrastructures (servers and air conditioning system) and workloads. The main results suggest that the proposed approach provides appropriate plannings for demand response events, significantly improving over Business-as-Usual operation and when there is not electricity load shedding. The Nash+PL heuristic computed the best results regarding cost while accounting for appropriate quality of service.
Descripción:
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Editorial:
HPCS Conference
EN:
The 2020 International Conference on High Performance Computing & Simulation (HPCS 2020). International Symposium on Cloud Computing and Services for High Performance Computing Systems (InterCloud-HPC 2020), Barcelona, Spain, 22-27 mar 2021, pp. 1-8-
Financiadores:
Agencia Nacional de Investigación e Innovación FSE_1_2017_1_144789
Citación:
Muraña, J., Nesmachnow, S., Iturriaga, S. y otros. Two level demand response planning for retail multi-tenant datacenters. [Preprint]. EN : The 2020 International Conference on High Performance Computing & Simulation (HPCS 2020). International Symposium on Cloud Computing and Services for High Performance Computing Systems (InterCloud-HPC 2020), Barcelona, Spain, 22-27 mar 2021, pp. 1-8.
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Licencia:
Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
Colecciones:
| Ficheros | Descripción | Tamaño | Formato | ||
|---|---|---|---|---|---|
| MNIMBMT21.pdf | Preprint | 358.01 KB | Adobe PDF |