Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets.
Resumen:
This article presents an approach for the participation of datacenters and supercomputing facilities in smart electricity markets. This is a relevant problem in modern smart grid systems to implement demand response strategies for a better use of resources to guarantee energy efficiency. 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 its tenants and a heuristic planning method for energy reduction optimization are proposed. The experimental evaluation is performed over realistic problem instances modeling the operation of the National Supercomputing Center in Uruguay. The obtained results indicate that the proposed approach is effective to provide appropriate demand response actions according to monetary incentives. Accurate results are reported for realistic problem instances and different types of clients.
| 2020 | |
| Agencia Nacional de Investigación e Innovación FSE_1_2017_1_144789 | |
|
Smart grids Demand response of datacenters Auxiliary services |
|
| Inglés | |
| Universidad de la República | |
| COLIBRI | |
| https://hdl.handle.net/20.500.12008/26945 | |
| Acceso abierto | |
| Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| _version_ | 1807522896858316800 |
|---|---|
| author | Muraña, Jonathan |
| author2 | Nesmachnow, Sergio Iturriaga, Santiago Montes de Oca, Sebastián Belcredi, Gonzalo Monzón, Pablo Shepelev, Vladimir Tchernykh, Andrei |
| author2_role | author author author author author author author |
| author_facet | Muraña, Jonathan Nesmachnow, Sergio Iturriaga, Santiago Montes de Oca, Sebastián Belcredi, Gonzalo Monzón, Pablo Shepelev, Vladimir Tchernykh, Andrei |
| author_role | author |
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| collection | COLIBRI |
| dc.contributor.filiacion.none.fl_str_mv | Muraña Jonathan, Universidad de la República (Uruguay). Facultad de Ingeniería. Nesmachnow Sergio, Universidad de la República (Uruguay). Facultad de Ingeniería. Iturriaga Santiago, Universidad de la República (Uruguay). Facultad de Ingeniería. Montes de Oca Sebastián, Universidad de la República (Uruguay). Facultad de Ingeniería. Belcredi Gonzalo, Universidad de la República (Uruguay). Facultad de Ingeniería. Monzón Pablo, Universidad de la República (Uruguay). Facultad de Ingeniería. Shepelev Vladimir, South Ural State Universit Tchernykh Andrei, CICESE Research Center |
| dc.creator.none.fl_str_mv | Muraña, Jonathan Nesmachnow, Sergio Iturriaga, Santiago Montes de Oca, Sebastián Belcredi, Gonzalo Monzón, Pablo Shepelev, Vladimir Tchernykh, Andrei |
| dc.date.accessioned.none.fl_str_mv | 2021-04-05T18:27:00Z |
| dc.date.available.none.fl_str_mv | 2021-04-05T18:27:00Z |
| dc.date.issued.none.fl_str_mv | 2020 |
| dc.description.abstract.none.fl_txt_mv | This article presents an approach for the participation of datacenters and supercomputing facilities in smart electricity markets. This is a relevant problem in modern smart grid systems to implement demand response strategies for a better use of resources to guarantee energy efficiency. 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 its tenants and a heuristic planning method for energy reduction optimization are proposed. The experimental evaluation is performed over realistic problem instances modeling the operation of the National Supercomputing Center in Uruguay. The obtained results indicate that the proposed approach is effective to provide appropriate demand response actions according to monetary incentives. Accurate results are reported for realistic problem instances and different types of clients. |
| dc.description.sponsorship.none.fl_txt_mv | Agencia Nacional de Investigación e Innovación FSE_1_2017_1_144789 |
| dc.format.extent.es.fl_str_mv | 16 p. |
| dc.format.mimetype.es.fl_str_mv | application/pdf |
| dc.identifier.citation.es.fl_str_mv | Muraña, J., Nesmachnow, S., Iturriaga, S. y otros. Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. [Preprint]. EN: Programming and Computer Software, vol. 46, no 8, 2020, pp. 636-651. DOI: 10.1134/S0361768820080150 |
| dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/26945 |
| dc.language.iso.none.fl_str_mv | en eng |
| dc.publisher.es.fl_str_mv | Springer |
| dc.relation.ispartof.es.fl_str_mv | Programming and Computer Software, Vol. 46, Num. 8, pp. 636-651, Dec 2020. |
| dc.rights.license.none.fl_str_mv | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:COLIBRI instname:Universidad de la República instacron:Universidad de la República |
| dc.subject.es.fl_str_mv | Smart grids Demand response of datacenters Auxiliary services |
| dc.title.none.fl_str_mv | Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. |
| dc.type.es.fl_str_mv | Preprint |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/preprint |
| dc.type.version.none.fl_str_mv | info:eu-repo/semantics/submittedVersion |
| description | This article presents an approach for the participation of datacenters and supercomputing facilities in smart electricity markets. This is a relevant problem in modern smart grid systems to implement demand response strategies for a better use of resources to guarantee energy efficiency. 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 its tenants and a heuristic planning method for energy reduction optimization are proposed. The experimental evaluation is performed over realistic problem instances modeling the operation of the National Supercomputing Center in Uruguay. The obtained results indicate that the proposed approach is effective to provide appropriate demand response actions according to monetary incentives. Accurate results are reported for realistic problem instances and different types of clients. |
| eu_rights_str_mv | openAccess |
| format | preprint |
| id | COLIBRI_7dc3d0da9e945bf907780c5137856883 |
| identifier_str_mv | Muraña, J., Nesmachnow, S., Iturriaga, S. y otros. Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. [Preprint]. EN: Programming and Computer Software, vol. 46, no 8, 2020, pp. 636-651. DOI: 10.1134/S0361768820080150 |
| instacron_str | Universidad de la República |
| institution | Universidad de la República |
| instname_str | Universidad de la República |
| language | eng |
| language_invalid_str_mv | en |
| network_acronym_str | COLIBRI |
| network_name_str | COLIBRI |
| oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/26945 |
| publishDate | 2020 |
| reponame_str | COLIBRI |
| repository.mail.fl_str_mv | mabel.seroubian@seciu.edu.uy |
| repository.name.fl_str_mv | COLIBRI - Universidad de la República |
| repository_id_str | 4771 |
| rights_invalid_str_mv | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| spelling | Muraña Jonathan, Universidad de la República (Uruguay). Facultad de Ingeniería.Nesmachnow Sergio, Universidad de la República (Uruguay). Facultad de Ingeniería.Iturriaga Santiago, Universidad de la República (Uruguay). Facultad de Ingeniería.Montes de Oca Sebastián, Universidad de la República (Uruguay). Facultad de Ingeniería.Belcredi Gonzalo, Universidad de la República (Uruguay). Facultad de Ingeniería.Monzón Pablo, Universidad de la República (Uruguay). Facultad de Ingeniería.Shepelev Vladimir, South Ural State UniversitTchernykh Andrei, CICESE Research Center2021-04-05T18:27:00Z2021-04-05T18:27:00Z2020Muraña, J., Nesmachnow, S., Iturriaga, S. y otros. Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. [Preprint]. EN: Programming and Computer Software, vol. 46, no 8, 2020, pp. 636-651. DOI: 10.1134/S0361768820080150https://hdl.handle.net/20.500.12008/26945This article presents an approach for the participation of datacenters and supercomputing facilities in smart electricity markets. This is a relevant problem in modern smart grid systems to implement demand response strategies for a better use of resources to guarantee energy efficiency. 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 its tenants and a heuristic planning method for energy reduction optimization are proposed. The experimental evaluation is performed over realistic problem instances modeling the operation of the National Supercomputing Center in Uruguay. The obtained results indicate that the proposed approach is effective to provide appropriate demand response actions according to monetary incentives. Accurate results are reported for realistic problem instances and different types of clients.Submitted by Ribeiro Jorge (jribeiro@fing.edu.uy) on 2021-04-03T02:40:10Z No. of bitstreams: 2 license_rdf: 23149 bytes, checksum: 1996b8461bc290aef6a27d78c67b6b52 (MD5) MNIMBMST20.pdf: 862108 bytes, checksum: aa41d95b2331de76e7da6ba3c4900a40 (MD5)Approved for entry into archive by Machado Jimena (jmachado@fing.edu.uy) on 2021-04-05T18:00:34Z (GMT) No. of bitstreams: 2 license_rdf: 23149 bytes, checksum: 1996b8461bc290aef6a27d78c67b6b52 (MD5) MNIMBMST20.pdf: 862108 bytes, checksum: aa41d95b2331de76e7da6ba3c4900a40 (MD5)Made available in DSpace by Luna Fabiana (fabiana.luna@fic.edu.uy) on 2021-04-05T18:27:00Z (GMT). No. of bitstreams: 2 license_rdf: 23149 bytes, checksum: 1996b8461bc290aef6a27d78c67b6b52 (MD5) MNIMBMST20.pdf: 862108 bytes, checksum: aa41d95b2331de76e7da6ba3c4900a40 (MD5) Previous issue date: 2020Agencia Nacional de Investigación e Innovación FSE_1_2017_1_14478916 p.application/pdfenengSpringerProgramming and Computer Software, Vol. 46, Num. 8, pp. 636-651, Dec 2020.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)Smart gridsDemand response of datacentersAuxiliary servicesNegotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets.Preprintinfo:eu-repo/semantics/preprintinfo:eu-repo/semantics/submittedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaMuraña, JonathanNesmachnow, SergioIturriaga, SantiagoMontes de Oca, SebastiánBelcredi, GonzaloMonzón, PabloShepelev, VladimirTchernykh, AndreiLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/26945/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-850http://localhost:8080/xmlui/bitstream/20.500.12008/26945/2/license_urla006180e3f5b2ad0b88185d14284c0e0MD52license_textlicense_texttext/html; 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- Universidad de la Repúblicafalse |
| spellingShingle | Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. Muraña, Jonathan Smart grids Demand response of datacenters Auxiliary services |
| status_str | submittedVersion |
| title | Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. |
| title_full | Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. |
| title_fullStr | Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. |
| title_full_unstemmed | Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. |
| title_short | Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. |
| title_sort | Negotiation approach for the participation of datacenters and supercomputing facilities in smart electricity markets. |
| topic | Smart grids Demand response of datacenters Auxiliary services |
| url | https://hdl.handle.net/20.500.12008/26945 |
