QoS Enhancement for PDES Grid Based on Time Series Prediction
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.
Parallel and distributed discrete event simulation quality of service time series prediction
Suihui Zhu Zhihui Du Yinong Chen Xudong Chai Bohu Li
Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China Computer Science & Engineering Department, Arizona State University, Tempe, AZ85287,USA Beijing Simulation Center, Beijing 100854, China
国际会议
第六届网格与协同计算国际会议(The Sixth International Conference on Grid and Cooperative Computing GCC 2007)
乌鲁木齐
英文
423-429
2007-08-16（万方平台首次上网日期，不代表论文的发表时间）