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QoS Enhancement for PDES Grid Based on Time Series Prediction
Urumchi, Xinjiang, China August 16-August 18
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/GCC.2007.99Sixth International Conference on Gri ...
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Suihui Zhu, Zhihui Du, Yinong Chen, Xudong Chai, Bohu Li, "QoS Enhancement for PDES Grid Based on Time Series Prediction," Grid and Cooperative Computing, International Conference on, pp. 423-429, Sixth International Conference on Grid and Cooperative Computing (GCC 2007), 2007.
 
 
BibTex
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@article{ 10.1109/GCC.2007.99,
author = {Suihui Zhu and Zhihui Du and Yinong Chen and Xudong Chai and Bohu Li},
title = {QoS Enhancement for PDES Grid Based on Time Series Prediction},
journal ={Grid and Cooperative Computing, International Conference on},
volume = {0},
year = {2007},
isbn = {0-7695-2871-6},
pages = {423-429},
doi = {http://doi.ieeecomputersociety.org/10.1109/GCC.2007.99},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Grid and Cooperative Computing, International Conference on
TI - QoS Enhancement for PDES Grid Based on Time Series Prediction
SN - 0-7695-2871-6
SP423
EP429
A1 - Suihui Zhu,
A1 - Zhihui Du,
A1 - Yinong Chen,
A1 - Xudong Chai,
A1 - Bohu Li,
PY - 2007
KW - null
VL - 0
JA - Grid and Cooperative Computing, International Conference on
ER -
 
Suihui Zhu, Tsinghua University, Beijing
Zhihui Du, Tsinghua University, Beijing
Yinong Chen, Arizona State University, Tempe
Xudong Chai, Beijing Simulation Center, Beijing 100854, China
Bohu Li, Beijing Simulation Center, Beijing 100854, China
The combination of parallel/distributed discrete event simulation (PDES) and Grid technology is a new trend in simulation. QoS is important yet difficult in this process. With the special features of Gird architecture and PDES input, such as periodical and predictable inputs, we could enhance QoS with a PDES-specific prediction. A Grid-based framework is presented that is designed to help predict the performance of PDES. Based on this framework, a prediction algorithm using time series theory is presented in the context of large scale Grid simulations. Experiments are executed in the context of GridSim, which shows methods discussed before to help to improve QoS level.
Citation:
Suihui Zhu, Zhihui Du, Yinong Chen, Xudong Chai, Bohu Li, "QoS Enhancement for PDES Grid Based on Time Series Prediction," gcc, pp.423-429, Sixth International Conference on Grid and Cooperative Computing (GCC 2007), 2007
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