Using CBR to predict job running time in a Grid

In this Thesis we look at different techniques for predicting job running timein a Grid environment. We develop a system based on Case Based Reasoningcalled PREDATOR which is evaluated and compared to a simple approach witchinvolves computing a average of the running time of a group of similar jobs....

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Detalles Bibliográficos
Autor principal: Hidle, Erik
Lenguaje:eng
Publicado: 2011
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/2845115
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author Hidle, Erik
author_facet Hidle, Erik
author_sort Hidle, Erik
collection CERN
description In this Thesis we look at different techniques for predicting job running timein a Grid environment. We develop a system based on Case Based Reasoningcalled PREDATOR which is evaluated and compared to a simple approach witchinvolves computing a average of the running time of a group of similar jobs.The system is developed in the context of a special software package fordistributed computing ILCDIRAC (based on DIRAC).
id cern-2845115
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2011
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spelling cern-28451152023-03-13T13:33:26Zhttp://cds.cern.ch/record/2845115engHidle, ErikUsing CBR to predict job running time in a GridComputing and ComputersIn this Thesis we look at different techniques for predicting job running timein a Grid environment. We develop a system based on Case Based Reasoningcalled PREDATOR which is evaluated and compared to a simple approach witchinvolves computing a average of the running time of a group of similar jobs.The system is developed in the context of a special software package fordistributed computing ILCDIRAC (based on DIRAC).oai:cds.cern.ch:28451152011
spellingShingle Computing and Computers
Hidle, Erik
Using CBR to predict job running time in a Grid
title Using CBR to predict job running time in a Grid
title_full Using CBR to predict job running time in a Grid
title_fullStr Using CBR to predict job running time in a Grid
title_full_unstemmed Using CBR to predict job running time in a Grid
title_short Using CBR to predict job running time in a Grid
title_sort using cbr to predict job running time in a grid
topic Computing and Computers
url http://cds.cern.ch/record/2845115
work_keys_str_mv AT hidleerik usingcbrtopredictjobrunningtimeinagrid

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