SYEDWSIM: A web based simulator for grid workload analysis

Mehmood Shah, S.N. and Bin Mahmood, A.K. and Oxley, A. (2011) SYEDWSIM: A web based simulator for grid workload analysis. Communications in Computer and Information Science, 181 CC (PART 3). pp. 677-692. ISSN 18650929

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Abstract

Grid computing is becoming the most demanding platform for solving large-scale scientific problems. Grid scheduling is the core component of a Grid infrastructure. Grid scheduling plays a key role in the efficient and effective execution of Grid jobs. In this context, understanding the characteristics of real Grid workloads is a critical step for improving the quality of an existing Grid scheduler, and in guiding the design of new scheduling solutions. Towards this goal, in this paper we present our developed web based simulator for the statistical analysis of Grid workload traces. Our web based simulator provides a comprehensive characterization of the real workload traces. Metrics that we characterize include system utilization, job arrival rate and inter-arrival time, job size (degree of parallelism), job runtime, data correlation and Fourier analysis. Our paper provides a realistic basis for experiments in resource management and evaluations of different job scheduling algorithms in Grid computing. © 2011 Springer-Verlag.

Item Type: Article
Additional Information: cited By 1; Conference of 2nd International Conference on Software Engineering and Computer Systems, ICSECS 2011 ; Conference Date: 27 June 2011 Through 29 June 2011; Conference Code:85603
Uncontrolled Keywords: Cluster; Distributed systems; Grid scheduling; Parallel processing; Performance evaluation; Simulation; Workload modeling, Cluster computing; Computer software; Fourier analysis; Network security; Scheduling algorithms; Simulators; User interfaces, Grid computing
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 09 Nov 2023 15:50
Last Modified: 09 Nov 2023 15:50
URI: https://khub.utp.edu.my/scholars/id/eprint/2007

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