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General Information
    • ISSN: 2010-3697
    • Frequency: Bimonthly
    • DOI: 10.7763/IJMO
    • Editor-in-Chief: Prof. Adrian Olaru
    • Executive Editor: Ms.Yoyo Y. Zhou
    • Abstracting/ Indexing: Engineering & Technology Digital Library, ProQuest, Crossref, Electronic Journals Library, DOAJ, Google Scholar, EI (INSPEC, IET).
    • E-mail ijmo@iacsitp.com
Editor-in-chief
Prof. Adrian Olaru
University Politehnica of Bucharest, Romania
I'm happy to take on the position of editor in chief of IJMO. It's a journal that shows promise of becoming a recognized journal in the area of modelling and optimization. I'll work together with the editors to help it progress.
IJMO 2015 Vol.5(1): 44-47 ISSN: 2010-3697
DOI: 10.7763/IJMO.2015.V5.434

Task Scheduling in the Cloud Computing Based on the Cuckoo Search Algorithm

Nima Jafari Navimipour and Farnaz Sharifi Milani
Abstract—Cloud computing is the latest emerging trend in distributed computing, where shared resources are provided to end-users in an on demand fashion that brings many advantjuages, including data ubiquity, flexibility of access, high availability of resources, and flexibility. The task scheduling problem in Cloud computing is an NP-hard problem. Therefore, many heuristics have been proposed, from low level execution of tasks in multiple processors to high level execution of tasks. In this paper, a new evolutionary algorithm is proposed which named CSA to schedule the tasks in Cloud computing. CSA algorithm is based on the obligate brood parasitic behavior of some cuckoo species in combination with the Lévy flight behavior of some birds and fruit flies. The simulation results demonstrated that when the value of Pa is low, the speed and coverage of the algorithm become very high.

Index Terms—Cloud computing, task scheduling, cuckoo search algorithm and evolutionary algorithm.

Nima Jafari Navimipour is with Department of Computer Engineering, East Azarbaijan Science and Research Branch, Islamic Azad University, Tabriz, Iran (e-mail: jafari@iauasrb.ac.ir).
Farnaz Sharifi Milani is with Young Researchers and Elites Club, East Azarbaijan Science and Research Branch, Islamic Azad University, Tabriz, Iran.

[PDF]

Cite: Nima Jafari Navimipour and Farnaz Sharifi Milani, "Task Scheduling in the Cloud Computing Based on the Cuckoo Search Algorithm," International Journal of Modeling and Optimization vol. 5, no. 1, pp. 44-47, 2015.

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E-mail: ijmo@iacsitp.com