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Job Flow Distribution and Ranked Jobs Scheduling in Grid Virtual Organizations

In this work, we consider the problems of job flow distribution and ranked job framework forming within a model of cycle scheduling in Grid virtual organizations. The problem of job flow distribution is solved in terms of jobs and computing resource domains compatibility. A coefficient estimating su...

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Detalles Bibliográficos
Autores principales: Toporkov, Victor, Toporkova, Anna, Tselishchev, Alexey, Yemelyanov, Dmitry, Potekhin, Petr
Lenguaje:eng
Publicado: 2015
Materias:
XX
Acceso en línea:https://dx.doi.org/10.1109/ICPPW.2015.36
http://cds.cern.ch/record/2195856
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author Toporkov, Victor
Toporkova, Anna
Tselishchev, Alexey
Yemelyanov, Dmitry
Potekhin, Petr
author_facet Toporkov, Victor
Toporkova, Anna
Tselishchev, Alexey
Yemelyanov, Dmitry
Potekhin, Petr
author_sort Toporkov, Victor
collection CERN
description In this work, we consider the problems of job flow distribution and ranked job framework forming within a model of cycle scheduling in Grid virtual organizations. The problem of job flow distribution is solved in terms of jobs and computing resource domains compatibility. A coefficient estimating such compatibility is introduced and studied experimentally. Two distribution strategies are suggested. Job framework forming is justified with such quality of service indicators as an average job execution time, a number of required scheduling cycles, and a number of job execution declines. Two methods for job selection and scheduling are proposed and compared: the first one is based on the knapsack problem solution, while the second one utilizes the mentioned compatibility coefficient. Along with these methods we present experimental results demonstrating the efficiency of proposed approaches and compare them with random job selection.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2015
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spelling cern-21958562019-09-30T06:29:59Zdoi:10.1109/ICPPW.2015.36http://cds.cern.ch/record/2195856engToporkov, VictorToporkova, AnnaTselishchev, AlexeyYemelyanov, DmitryPotekhin, PetrJob Flow Distribution and Ranked Jobs Scheduling in Grid Virtual OrganizationsXXIn this work, we consider the problems of job flow distribution and ranked job framework forming within a model of cycle scheduling in Grid virtual organizations. The problem of job flow distribution is solved in terms of jobs and computing resource domains compatibility. A coefficient estimating such compatibility is introduced and studied experimentally. Two distribution strategies are suggested. Job framework forming is justified with such quality of service indicators as an average job execution time, a number of required scheduling cycles, and a number of job execution declines. Two methods for job selection and scheduling are proposed and compared: the first one is based on the knapsack problem solution, while the second one utilizes the mentioned compatibility coefficient. Along with these methods we present experimental results demonstrating the efficiency of proposed approaches and compare them with random job selection.oai:cds.cern.ch:21958562015
spellingShingle XX
Toporkov, Victor
Toporkova, Anna
Tselishchev, Alexey
Yemelyanov, Dmitry
Potekhin, Petr
Job Flow Distribution and Ranked Jobs Scheduling in Grid Virtual Organizations
title Job Flow Distribution and Ranked Jobs Scheduling in Grid Virtual Organizations
title_full Job Flow Distribution and Ranked Jobs Scheduling in Grid Virtual Organizations
title_fullStr Job Flow Distribution and Ranked Jobs Scheduling in Grid Virtual Organizations
title_full_unstemmed Job Flow Distribution and Ranked Jobs Scheduling in Grid Virtual Organizations
title_short Job Flow Distribution and Ranked Jobs Scheduling in Grid Virtual Organizations
title_sort job flow distribution and ranked jobs scheduling in grid virtual organizations
topic XX
url https://dx.doi.org/10.1109/ICPPW.2015.36
http://cds.cern.ch/record/2195856
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