On Data Center Demand Response: A Cloud Federation Approach

Simple item page
dc.contributor.authorMoghaddam, Monireh Mohebbien
dc.contributor.authorManshaei, Mohammad Hosseinen
dc.contributor.authorSaad, Waliden
dc.contributor.authorGoudarzi, Maziaren
dc.contributor.departmentElectrical and Computer Engineeringen
dc.date.accessioned2019-11-13T15:15:28Zen
dc.date.available2019-11-13T15:15:28Zen
dc.date.issued2019en
dc.description.abstractThe significantly high energy consumption of data centers constitutes a major load on the smart power grid. Data center demand response is a promising solution to incentivize the cloud providers to adapt their consumption to the power grid conditions. These policies not only mitigate the operational stability issues of the smart grid but also potentially decrease the electricity bills of cloud providers. Cloud providers can improve their contribution and reduce their energy cost by collaboratively managing their workload. Through cooperation in the form of cloud federations, providers can spatially migrate their workload to better utilize the benefits provided by demand response schemes over multiple locations. To this end, this work considers an interaction system between the independent cloud providers and the corresponding smart grid utilities in the context of a demand response program. Leveraging the cooperative game theory, this paper presents a federation formation among the cloud providers in the presence of a location-dependent demand response program. A distributed algorithm that is coupled with an optimal workload allocation problem is applied. The effect of the federation's formation on the clouds' profits and on the smart grid performance is analyzed through simulation. Simulation results show that cooperation increases the clouds' profits as well as the smart grid performance compared to the noncooperative case.en
dc.description.notesThis work was supported by the U.S. National Science Foundation under Grant IIS-1633363. The work of M. Goudarzi was supported in part by the Iran National Science Foundation (INSF) under Grant 93009149.en
dc.description.sponsorshipU.S. National Science FoundationNational Science Foundation (NSF) [IIS-1633363]; Iran National Science Foundation (INSF)Iran National Science Foundation (INSF) [93009149]en
dc.format.mimetypeapplication/pdfen
dc.identifier.doihttps://doi.org/10.1109/ACCESS.2019.2928552en
dc.identifier.eissn2169-3536en
dc.identifier.urihttp://hdl.handle.net/10919/95536en
dc.identifier.volume7en
dc.language.isoenen
dc.publisherIEEEen
dc.rightsCreative Commons Attribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en
dc.subjectCloud federationen
dc.subjectcoalitional gameen
dc.subjectdemand responseen
dc.subjectsmart griden
dc.titleOn Data Center Demand Response: A Cloud Federation Approachen
dc.title.serialIEEE Accessen
dc.typeArticle - Refereeden
dc.type.dcmitypeTexten
dc.type.dcmitypeStillImageen

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
08760490.pdf
Size:
10.94 MB
Format:
Adobe Portable Document Format
Description:
Download

Collections

Scholarly Works, Electrical and Computer Engineering
Destination Area: Integrated Security (IS)