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Article: Nonmigratory multiprocessor scheduling for response time and energy
Title | Nonmigratory multiprocessor scheduling for response time and energy | ||||||
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Authors | |||||||
Keywords | Analysis of algorithms and problem complexity Energy-aware systems Online computation Sequencing and scheduling | ||||||
Issue Date | 2008 | ||||||
Publisher | I E E E. The Journal's web site is located at http://www.computer.org/tpds | ||||||
Citation | Ieee Transactions On Parallel And Distributed Systems, 2008, v. 19 n. 11, p. 1527-1539 How to Cite? | ||||||
Abstract | Energy usage has been an important concern in recent research on online job scheduling, where processors are allowed to vary the speed dynamically so as to save energy whenever possible. Notice that providing good quality of service such as response time (flow time) and conserving energy are conflicting objectives. An interesting problem for scheduling is how to optimize an economic tradeoff of flow time and energy. To this end, the past two years have witnessed significant progress in the single-processor setting, and online algorithms with performance close to optimal have been obtained. In this paper we extend the study of optimizing the tradeoff between flow time and energy to the multi-processor setting. We derive and analyze a simple non-migratory online algorithm that makes use of the classified-round-robin (CRR) strategy to dispatch jobs. Even in the worst case, its performance is within O(log P) times of the optimal migratory offline algorithm, where P is the ratio of the maximum job size to the minimum job size. Technically speaking, this online result stems from a non-trivial solution to an offline problem of eliminating migration, which is also interesting by itself. © 2008 IEEE. | ||||||
Persistent Identifier | http://hdl.handle.net/10722/60632 | ||||||
ISSN | 2023 Impact Factor: 5.6 2023 SCImago Journal Rankings: 2.340 | ||||||
ISI Accession Number ID |
Funding Information: This research was partially supported by Hong Kong GRF Grant and by the EPSRC Grant EP/E028276/1. | ||||||
References |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lam, TW | en_HK |
dc.contributor.author | Lee, LK | en_HK |
dc.contributor.author | To, IKK | en_HK |
dc.contributor.author | Wong, PWH | en_HK |
dc.date.accessioned | 2010-05-31T04:15:20Z | - |
dc.date.available | 2010-05-31T04:15:20Z | - |
dc.date.issued | 2008 | en_HK |
dc.identifier.citation | Ieee Transactions On Parallel And Distributed Systems, 2008, v. 19 n. 11, p. 1527-1539 | en_HK |
dc.identifier.issn | 1045-9219 | en_HK |
dc.identifier.uri | http://hdl.handle.net/10722/60632 | - |
dc.description.abstract | Energy usage has been an important concern in recent research on online job scheduling, where processors are allowed to vary the speed dynamically so as to save energy whenever possible. Notice that providing good quality of service such as response time (flow time) and conserving energy are conflicting objectives. An interesting problem for scheduling is how to optimize an economic tradeoff of flow time and energy. To this end, the past two years have witnessed significant progress in the single-processor setting, and online algorithms with performance close to optimal have been obtained. In this paper we extend the study of optimizing the tradeoff between flow time and energy to the multi-processor setting. We derive and analyze a simple non-migratory online algorithm that makes use of the classified-round-robin (CRR) strategy to dispatch jobs. Even in the worst case, its performance is within O(log P) times of the optimal migratory offline algorithm, where P is the ratio of the maximum job size to the minimum job size. Technically speaking, this online result stems from a non-trivial solution to an offline problem of eliminating migration, which is also interesting by itself. © 2008 IEEE. | en_HK |
dc.language | eng | en_HK |
dc.publisher | I E E E. The Journal's web site is located at http://www.computer.org/tpds | en_HK |
dc.relation.ispartof | IEEE Transactions on Parallel and Distributed Systems | en_HK |
dc.rights | ©2008 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | en_HK |
dc.subject | Analysis of algorithms and problem complexity | en_HK |
dc.subject | Energy-aware systems | en_HK |
dc.subject | Online computation | en_HK |
dc.subject | Sequencing and scheduling | en_HK |
dc.title | Nonmigratory multiprocessor scheduling for response time and energy | en_HK |
dc.type | Article | en_HK |
dc.identifier.openurl | http://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1045-9219&volume=19&issue=11&spage=1527&epage=1539&date=2008&atitle=Nonmigratory+multiprocessor+scheduling+for+response+time+and+energy | en_HK |
dc.identifier.email | Lam, TW: hresltk@hkucc.hku.hk | en_HK |
dc.identifier.email | Lee, LK: lklee@cs.hku.hk | en_HK |
dc.identifier.authority | Lam, TW=rp00135 | en_HK |
dc.identifier.authority | Lee, LK=rp00140 | en_HK |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1109/TPDS.2008.115 | en_HK |
dc.identifier.scopus | eid_2-s2.0-54249150461 | en_HK |
dc.identifier.hkuros | 154829 | en_HK |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-54249150461&selection=ref&src=s&origin=recordpage | en_HK |
dc.identifier.volume | 19 | en_HK |
dc.identifier.issue | 11 | en_HK |
dc.identifier.spage | 1527 | en_HK |
dc.identifier.epage | 1539 | en_HK |
dc.identifier.isi | WOS:000259457200008 | - |
dc.publisher.place | United States | en_HK |
dc.identifier.scopusauthorid | Lam, TW=7202523165 | en_HK |
dc.identifier.scopusauthorid | Lee, LK=12646190100 | en_HK |
dc.identifier.scopusauthorid | To, IKK=23398547200 | en_HK |
dc.identifier.scopusauthorid | Wong, PWH=9734871500 | en_HK |
dc.identifier.issnl | 1045-9219 | - |