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Dynamic resource allocation heuristics that manage tradeoff between makespan and robustness

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dc.contributor.authorYe, Bin, author
dc.contributor.authorJayaseelan, Arun, author
dc.contributor.authorMaciejewski, Anthony A., author
dc.contributor.authorSiegel, Howard Jay, author
dc.contributor.authorSmith, Jay, author
dc.contributor.authorMehta, Ashish M., author
dc.contributor.authorSpringer, publisher
dc.date.accessioned2007-01-03T07:26:31Z
dc.date.available2007-01-03T07:26:31Z
dc.date.issued2007
dc.descriptionFinal draft post refereeing.
dc.description.abstractHeterogeneous parallel and distributed computing systems may operate in an environment where certain system performance features degrade due to unpredictable circumstances. Robustness can be defined as the degree to which a system can function correctly in the presence of parameter values different from those assumed. This work develops a model for quantifying robustness in a dynamic heterogeneous computing environment where task execution time estimates are known to contain errors. This mathematical expression of robustness is then applied to two different problem environments. Several heuristic solutions to both problem variations are presented that utilize this expression of robustness to influence mapping decisions.
dc.description.sponsorshipThis research was supported by the DARPA Information Exploitation Office under contract No. NBCHC030137, by the Colorado State University Center for Robustness in Computer Systems (funded by the Colorado Commission on Higher Education Technology Advancement Group through the Colorado Institute of Technology), and by the Colorado State University George T. Abell Endowment.
dc.format.mediumborn digital
dc.format.mediumarticles
dc.identifier.bibliographicCitationMehta, Ashish M., et al., Dynamic Resource Allocation Heuristics that Manage Tradeoff between Makespan and Robustness, Journal of Supercomputing 42, no. 1 (October 2007): 33-58.
dc.identifier.urihttp://hdl.handle.net/10217/604
dc.languageEnglish
dc.language.isoeng
dc.publisherColorado State University. Libraries
dc.relation.ispartofFaculty Publications
dc.rights©2007 Springer.
dc.rightsCopyright and other restrictions may apply. User is responsible for compliance with all applicable laws. For information about copyright law, please see https://libguides.colostate.edu/copyright.
dc.subjectdynamic mapping
dc.subjectresource allocation
dc.subjectresource management
dc.subjectrobustness
dc.subjectmakespan
dc.titleDynamic resource allocation heuristics that manage tradeoff between makespan and robustness
dc.typeText

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