GridEye: A Service-oriented Grid Monitoring System with Improved Forecasting Algorithm1

摘要：

In dynamic and autonomic grid environment,monitoring of heterogonous resources is critical for performance analysis & tuning, job scheduling, fault detection & diagnosis and so on. Existing researches are always limited at either inter-operation or introducing too much intrusive overhead. GridEye is a novel service-oriented monitoring system with a flexible, scalable architecture. An open, extendable information schema is adopted to standardize data contents and Web Service interfaces are employed to provide inter-operative ability for different grid system. Furthermore, an improved forecasting algorithm is provided for precise performance prediction on the basic of traditional MA (k) and ExS(α) models. Experiments proved that GridEye introduces very little overhead while providing good capabilities. It is also indicated that the algorithm can promote the precision of prediction.

作者: Wei Fu Qian Huang

作者单位: School of Computer, National University of Defense Technology, Changsha, 410073 P.R.China

会议类型: 国际会议

会议名称: 第五届网格与协同计算国际会议(The Fifth International Conference on Grid and Cooperative Computing GCC 2006)

会议地点: 长沙

会议语种:英文

页码: 5-12

在线出版日期: 2006-10-21（万方平台首次上网日期，不代表论文的发表时间）