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Cost-effective scheduling analysis through discrete event simulation for distributed systems


Citation

Jalal, Siti Fajar and Hussin, Masnida and Muhammed, Abdullah and Latip, Rohaya (2015) Cost-effective scheduling analysis through discrete event simulation for distributed systems. In: Algorithms and Architectures for Parallel Processing: 15th International Conference, ICA3PP 2015, Zhangjiajie, China, November 18-20, 2015, Proceedings, Part IV. Lecture Notes in Computer Science (9531). Springer International Publishing, Switzerland, pp. 743-755. ISBN 9783319271392; EISBN: 9783319271408

Abstract / Synopsis

Large computing systems where globally distributed can be best characterized by their dynamic nature particularly in terms of resource provisioning and scheduling. Users of the systems normally aim to maximize their own interest when consuming the shared resources. Apart from that, the pro- cessing requirements that submitted by the systems’ users are diverse in their properties (e.g., size, priority). This condition makes the resources in distributed system overwhelmed by heterogeneity of task to be processed; that leads to fluctuation in resource availability. There are researchers’ proposed scheduling algorithms and evaluated through simulation system in order to improve resource availability. It is because the simulation system is able to save cost rather than real test bed experimental. In response to this, we proposed priority-based scheduling algorithm for improving resource availability that developed using discrete-event simulation approach. We de fined several events in the simulation to represent various execution statuses that used to monitor resource state in the distributed systems. Our simulation system successfully gives better performance in terms of waiting time compared than other works that also used simulation as their experimental platform.


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Additional Metadata

Item Type: Book Section
Divisions: Faculty of Computer Science and Information Technology
DOI Number: https://doi.org/10.1007/978-3-319-27140-8_51
Publisher: Springer International Publishing
Keywords: Discrete event simulation; Task scheduling; Cost-effective computing; Distributed systems; Heterogeneous resources
Depositing User: Azhar Abdul Rahman
Date Deposited: 27 Jun 2016 13:38
Last Modified: 27 Jun 2016 15:00
Altmetrics: http://www.almetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1007/978-3-319-27140-8_51
URI: http://psasir.upm.edu.my/id/eprint/47128
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