Simulation of Real-time Data Grid Systems via DGridSim Simulator

Safai Tandoğan, Mustafa Müjdat Atanak, Atakan Doğan

Abstract

In this study, DGridSim simulator will be introduced and some example simulation results will be presented. DGridSim can simulate four different Data Grid system organizations. Furthermore, for every system organization, the simulation of job scheduling, data dissemination, and data replication algorithms are supported, while all related system resources including computing, data storage, and network are reserved in advance in order to meet deadlines associated with jobs. DGridSim simulator is designed to be modular and easily extensible.

References

  1. Chervenak, A., Foster, I., Kesselman, C., Salisbury, C., Tuecke, S., 2000. The Data Grid: Towards an Architecture for the Distributed Management and Analysis of Large Scientific Datasets. In Journal of Network and Computer Applications, 23(3), 187-200.
  2. Bell, W. H., Cameron, D. G., Capozza, L., Millar, A. P., Stockinger, K., Zini, F., 2003. OptorSim - A Grid Simulator for Studying Dynamic Data Replication Strategies. In International Journal of High Performance Computing Applications, 17 (4).
  3. Buyya, R., Murshed, M., 2002. GridSim: A Toolkit for the Modeling and Simulation of Distributed Resource Management and Scheduling for Grid Computing. In Journal of Concurrency and Computation: Practice and Experience, 1-32.
  4. Lamehamedi, H., Shentu, Z., Szymanski, B., Deelman, E., 2003. Simulation of Dynamic Data Replication Strategies in Data Grids. In Proc. of 12th Heterogeneous Computing Workshop.
  5. Casanova, H., Legrand, A., Marchal, L., 2003. Scheduling Distributed Applications: The Simgrid Simulation Framework. In Proc. of the 3rd IEEE International Symposium on Cluster Computing and the Grid, pp: 138-144.
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Paper Citation


in Harvard Style

Tandoğan S., Atanak M. and Doğan A. (2012). Simulation of Real-time Data Grid Systems via DGridSim Simulator . In Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH, ISBN 978-989-8565-20-4, pages 182-185. DOI: 10.5220/0004057801820185


in Bibtex Style

@conference{simultech12,
author={Safai Tandoğan and Mustafa Müjdat Atanak and Atakan Doğan},
title={Simulation of Real-time Data Grid Systems via DGridSim Simulator},
booktitle={Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,},
year={2012},
pages={182-185},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004057801820185},
isbn={978-989-8565-20-4},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,
TI - Simulation of Real-time Data Grid Systems via DGridSim Simulator
SN - 978-989-8565-20-4
AU - Tandoğan S.
AU - Atanak M.
AU - Doğan A.
PY - 2012
SP - 182
EP - 185
DO - 10.5220/0004057801820185