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  • Scheduling is one of the core steps to efficiently exploit the capabilities of heterogeneous distributed computing systems and is an NP-complete problem. Therefore using meta-heuristic algorithms is a suitable approach in order to cope with its difficulty. In this paper we apply an efficient meta-heuristic method, the differential evolution, to the independent tasks scheduling problem and compare its efficiency with other popular methods for minimizing makespan and flowtime in heterogeneous distributed computing systems.
  • Scheduling is one of the core steps to efficiently exploit the capabilities of heterogeneous distributed computing systems and is an NP-complete problem. Therefore using meta-heuristic algorithms is a suitable approach in order to cope with its difficulty. In this paper we apply an efficient meta-heuristic method, the differential evolution, to the independent tasks scheduling problem and compare its efficiency with other popular methods for minimizing makespan and flowtime in heterogeneous distributed computing systems. (en)
Title
  • Differential Evolution for Scheduling Independent Tasks on Heterogeneous Distributed Environments
  • Differential Evolution for Scheduling Independent Tasks on Heterogeneous Distributed Environments (en)
skos:prefLabel
  • Differential Evolution for Scheduling Independent Tasks on Heterogeneous Distributed Environments
  • Differential Evolution for Scheduling Independent Tasks on Heterogeneous Distributed Environments (en)
skos:notation
  • RIV/61989100:27240/10:86075414!RIV11-GA0-27240___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/09/1494)
http://linked.open...vai/riv/dodaniDat
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  • 254380
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  • RIV/61989100:27240/10:86075414
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  • Differential Evolution; Scheduling (en)
http://linked.open.../riv/klicoveSlovo
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  • [6650C61C8EA3]
http://linked.open...v/mistoKonaniAkce
  • Prague, Czech Republic
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  • Berlin Heidelberg
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  • ADVANCES IN INTELLIGENT WEB MASTERING-2
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  • Abraham Padath, Ajith
  • Krömer, Pavel
  • Platoš, Jan
  • Snášel, Václav
  • Izakian, Hesam
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000281727500012
http://linked.open.../riv/zahajeniAkce
issn
  • 1867-5662
number of pages
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  • Springer-Verlag. (Berlin; Heidelberg)
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  • 978-3-642-10686-6
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  • 27240
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