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Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing


Citation

Hussin, Masnida and Derahman, Mohd Noor and Jalal, Siti Fajar and Latip, Rohaya (2017) Trust-aware scheduling for tasks with precedence constraints in heterogeneous distributed computing. Journal of Engineering and Applied Sciences, 12 (3). pp. 488-493. ISSN 1816-949X; ESSN: 1818-7803

Abstract

Demands for reliability in distributed computing systems have become extremely important now a days due to strong requirements imposed by the dynamic behaviour of user and resource communities. With the increasing number of entities in the distributed systems, inadequate information and unsuccessful accessibility have becoming critical factors that impact system performance. We present an adaptive scheduling which attempts to improve system reliability. Specifically, our scheduling approach combines trust-based matching scheme with robust mapping rules to deal with diverse processing requirements and heterogeneous resources. Simulation experiments proved the efficacy of our approach in achieving better system performance and implicitly help to gain reliable and cost-effective computation.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Computer Science and Information Technology
DOI Number: https://doi.org/10.3923/jeasci.2017.488.493
Publisher: Medwell Journals
Keywords: Distributed computing systems; Dynamic scheduling; Reliable computing; Trust-based matching scheme; Better system performance
Depositing User: Mohd Hafiz Che Mahasan
Date Deposited: 07 Nov 2018 02:34
Last Modified: 07 Nov 2018 02:34
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.3923/jeasci.2017.488.493
URI: http://psasir.upm.edu.my/id/eprint/63614
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