Proactive Failure Management for High Availability Computing in Computer Clusters

摘要：

In this paper, we propose a framework for autonomic failure management with hierarchical failure prediction functionality for coalition clusters. It analyzes node, cluster and system wide failure behaviors and forecasts the prospective failure occurrences based on quantified failure dynamics. Failure correlations are inspected by the predictor. Experimental results in a computational grid on campus show the offline and online predictions by our predictors accurately forecast the failure trend and capture failure correlations in a coalition clusters environment.

作者: Ziming Zhang Song Fu

作者单位: Department of Computer Science and Engineering New Mexico Institute of Mining and Technology, USA

会议类型: 国际会议

会议名称: The Third International Joint Conference on Computational Science and Optimization(第三届计算科学与优化国际大会 CSO 2010)

会议地点: 黄山

会议语种:英文

页码: 377-381

在线出版日期: 2010-05-28（万方平台首次上网日期，不代表论文的发表时间）