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Efficient Task Scheduling in Cloud Systems with Adaptive Discrete Chimp Algorithm

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dc.contributor.author Gündüzalp, Emrullah
dc.contributor.author Yıldırım, Güngör
dc.contributor.author Tatar, Yetkin
dc.date.accessioned 2024-03-13T12:43:06Z
dc.date.available 2024-03-13T12:43:06Z
dc.date.issued 2022-07
dc.identifier.citation Gündüzalp, Emrullah; Yıldırım, Güngör; Tatar, Y. (2022). "Efficient Task Scheduling in Cloud Systems with Adaptive Discrete Chimp Algorithm", Balkan Journal of Electrical and Computer Engineering, Vol.10, No.3, pp.328-336. tr_TR
dc.identifier.issn 2147-284X
dc.identifier.uri http://hdl.handle.net/20.500.12416/7579
dc.description.abstract Successful task scheduling is one of the priority actions to increase energy efficiency, commercial earnings, and customer satisfaction in cloud computing. On the other hand, since task scheduling processes are NP-hard problems, it is difficult to talk about an absolute solution, especially in scenarios with large task numbers. For this reason, metaheuristic algorithms are frequently used in solving these problems. This study focuses on the metaheuristic-based solution of optimization of makespan, which is one of the important scheduling problems of cloud computing. The adapted Chimp Optimization Algorithm, with enhanced exploration and exploitation phases, is proposed for the first time to solve these problems. The solutions obtained from this adapted algorithm, which can use different mathematical functions, are discussed comparatively. The proposed solutions are also tested in the CloudSim simulator for different scenarios and they prove their performance in the cloud environment. tr_TR
dc.language.iso eng tr_TR
dc.relation.isversionof 10.17694/bajece.989467 tr_TR
dc.rights info:eu-repo/semantics/openAccess tr_TR
dc.subject Chimp Algorithm tr_TR
dc.subject Cloud Computing tr_TR
dc.subject Makespan tr_TR
dc.subject Metaheuristic tr_TR
dc.subject Optimization tr_TR
dc.title Efficient Task Scheduling in Cloud Systems with Adaptive Discrete Chimp Algorithm tr_TR
dc.type article tr_TR
dc.relation.journal Balkan Journal of Electrical and Computer Engineering tr_TR
dc.identifier.volume 10 tr_TR
dc.identifier.issue 3 tr_TR
dc.identifier.startpage 328 tr_TR
dc.identifier.endpage 336 tr_TR
dc.contributor.department Çankaya Üniversitesi, Mühendislik Fakültesi, Elektrik Elektronik Mühendisliği Bölümü tr_TR


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