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Conference Paper: An emergency demand response mechanism for cloud computing

TitleAn emergency demand response mechanism for cloud computing
Authors
KeywordsCloud Computing
Demand Response
Mechanism Design
Approximation Algorithms
Issue Date2016
PublisherACM.
Citation
The 2016 GreenMetrics Workshop held in conjunction with ACM SIGMETRICS/Performance 2016, Antibes Juan-les-Pins, France, 14 June 2016. In Conference Proceedings, 2016, p. 1-6 How to Cite?
AbstractWe study emergency demand response (EDR) mechanisms from data centers’ perspective, where a cloud data center participates in a mandatory EDR program while receiving online computing job bids. We target a realistic EDR mechanism where: i) The cloud provider dynamically packs different types of resources on servers into requested VMs and computes job schedules to meet users’ requirements; ii) The power consumption of servers in the cloud is limited by the grid through the EDR program; iii) The operating cost of the cloud is considered in the calculation of social welfare, measured by electricity cost. We propose an online auction for dynamic cloud resource provisioning under the EDR program, which runs in polynomial time, achieves truthfulness and close-to-optimal social welfare for the cloud ecosystem.
Persistent Identifierhttp://hdl.handle.net/10722/229711

 

DC FieldValueLanguage
dc.contributor.authorZhou, R-
dc.contributor.authorLi, Z-
dc.contributor.authorWu, C-
dc.date.accessioned2016-08-23T14:12:49Z-
dc.date.available2016-08-23T14:12:49Z-
dc.date.issued2016-
dc.identifier.citationThe 2016 GreenMetrics Workshop held in conjunction with ACM SIGMETRICS/Performance 2016, Antibes Juan-les-Pins, France, 14 June 2016. In Conference Proceedings, 2016, p. 1-6-
dc.identifier.urihttp://hdl.handle.net/10722/229711-
dc.description.abstractWe study emergency demand response (EDR) mechanisms from data centers’ perspective, where a cloud data center participates in a mandatory EDR program while receiving online computing job bids. We target a realistic EDR mechanism where: i) The cloud provider dynamically packs different types of resources on servers into requested VMs and computes job schedules to meet users’ requirements; ii) The power consumption of servers in the cloud is limited by the grid through the EDR program; iii) The operating cost of the cloud is considered in the calculation of social welfare, measured by electricity cost. We propose an online auction for dynamic cloud resource provisioning under the EDR program, which runs in polynomial time, achieves truthfulness and close-to-optimal social welfare for the cloud ecosystem.-
dc.languageeng-
dc.publisherACM.-
dc.relation.ispartofGreenMetrics Workshop in conjuction with ACM SIGMETRICS 2016 Proceedings-
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.subjectCloud Computing-
dc.subjectDemand Response-
dc.subjectMechanism Design-
dc.subjectApproximation Algorithms-
dc.titleAn emergency demand response mechanism for cloud computing-
dc.typeConference_Paper-
dc.identifier.emailWu, C: cwu@cs.hku.hk-
dc.identifier.authorityWu, C=rp01397-
dc.description.naturepostprint-
dc.identifier.hkuros261735-
dc.identifier.spage1-
dc.identifier.epage6-
dc.publisher.placeUnited States-
dc.customcontrol.immutablesml 160908-

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