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dc.contributor.convenorYu. Kulchinen_US
dc.contributor.authorRawlins, Timen_US
dc.contributor.authorLewis, Andrewen_US
dc.contributor.editorEvgeny Nurminskiyen_US
dc.date.accessioned2017-05-03T12:49:08Z
dc.date.available2017-05-03T12:49:08Z
dc.date.issued2010en_US
dc.date.modified2014-02-28T02:59:51Z
dc.identifier.refurihttp://www.academicinternational.org/aaic/en_US
dc.identifier.urihttp://hdl.handle.net/10072/37571
dc.description.abstractPopulation-based, multi-objective optimisation algorithms are increasingly making use of distributed, parallel computing environments. In these cases it is a commonsense precaution to consider the possibility of a variety of failures. In particular, errors caused by response failures are more prone to arise than in homogeneous parallel computers. While masking errors using redundant computation is simple and reasonably reliable, it is expensive in terms of the computing resources required. An alternative approach is presented that uses a Byzantine agreement methodology, utlising only results already computed. In computational experiments it has a demonstrated ability to correct errors, and salvage useable results from unreliable, distributed computing environments. With increasing reliance on computing resources provided and operated by external agencies, error detection and correction can be expected to become more important to a range of applications.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_US
dc.format.extent326281 bytes
dc.format.mimetypeapplication/pdf
dc.languageEnglishen_US
dc.language.isoen_US
dc.publisherAcademic Alliance Internationalen_US
dc.publisher.placeonlineen_US
dc.publisher.urihttp://ftp.dvo.ru/pub/RPC_2010/rpc2010_docs/papers.htmen_US
dc.relation.ispartofstudentpublicationNen_US
dc.relation.ispartofconferencenameFirst Russia and Pacific Conference on Computer Technology and Applications (RPC2010)en_US
dc.relation.ispartofconferencetitleFirst Russia and Pacific Conference on Computer Technology and Applications (RPC2010) Proceedingsen_US
dc.relation.ispartofdatefrom2010-09-06en_US
dc.relation.ispartofdateto2010-09-09en_US
dc.relation.ispartoflocationVladivostok, Russiaen_US
dc.rights.retentionYen_US
dc.subject.fieldofresearchOptimisationen_US
dc.subject.fieldofresearchComputer Software not elsewhere classifieden_US
dc.subject.fieldofresearchcode010303en_US
dc.subject.fieldofresearchcode080399en_US
dc.titleCorrecting Response Failure Errors in Multi-Objective Optimisation in Unreliable Distributed Computing Environmentsen_US
dc.typeConference outputen_US
dc.type.descriptionE1 - Conference Publications (HERDC)en_US
dc.type.codeE - Conference Publicationsen_US
gro.facultyGriffith Sciences, School of Information and Communication Technologyen_US
gro.rights.copyrightCopyright 2010 Academic Alliance International. The attached file is reproduced here in accordance with the copyright policy of the publisher. Please refer to the conference's website for access to the definitive, published version.en_US
gro.date.issued2010
gro.hasfulltextFull Text


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