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Nonlinearly correlated failure analysis and autonomic prediction for distributed systems

Nonlinearly correlated failure analysis and autonomic prediction for distributed systems
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作者 Lu Xu Wang Huiqiang Lv Xiao Feng Guangsheng Zhou Renjie
机构地区 College of Computer Science and Technology College of Electronic Engineering
出处 《High Technology Letters》 EI CAS 2011年第3期290-298,共9页 高技术通讯（英文版）
基金 Supported by the National High Technology Research and Development Programme of China （ No. 2007AA01Z401 ） and the National Natural Science Foundation of China （No. 90718003, 60973027）.
关键词 分布式系统 非线性相关 故障预测 故障分析 故障特征分析 特征提取 局部线性嵌入 识别精度 failure prediction, nonlinear correlation analysis, feature extraction, locally linear embedding, autonomic computing
分类号 TP393 [自动化与计算机技术—计算机应用技术] F224.12 [经济管理—国民经济]
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参考文献16

  • 1Liang Y, Zhang Y, Jette M A, et al. BlueGene/L failure analysis and prediction models. In: Proceedings of Inter- national Conference on Dependable Systems and Networks 2006, Philadelphia, USA, 2006. 425-434.
  • 2Song F, Xu C Z. Exploring event correlation for failure prediction in coalitions of clusters. In : Proceedings of In- ternational Conference on High Performance Computing, Networking, Storage and Analysis, Reno, USA, 2007. 456-468.
  • 3Thomas J, Fabian R, Christopher D. An analysis of clustered failures on large supereomputing systems. Journal of parallel and distributed computing, 2009, 69 ( 7 ) : 652- 654.
  • 4Salfner F, Malek M. Using hidden semi-Markov models for effective online failure prediction. In: Proceedings of IEEE International Symposium on Reliable Distributed Systems, Beijing, China, 2007. 161-174.
  • 5Sahoo R K, Sivasubramaniam A, Squillante M S, et al. Failure data analysis of a large-scale heterogeneous server environment. In: Proceedings of International Conference on Dependable Systems and Networks, Florence, Italy, 2004. 726-732.
  • 6Schroeder B. A large-scale study of failures in high-performance computing systems. In: Proceedings of International Conference on Dependable Systems and Networks 2006, Philadelphia, USA, 2006. 249-258.
  • 7Liang Y, Zhang Y, Sivasubramaniam A. Filtering failure logs for a BlueGene/L prototype. In: Proceedings of In- ternational Conference on Dependable Systems and Net- works 2005, Yokohama, Japan, 2005. 476-485.
  • 8Solanoquinde L D, Bode B M. Module prototype for online failure prediction for the IBM BlueGene/L. In: Pro- ceedings of IEEE International Conference on Elector/Information Technology 2008, Ames, USA, 2008. 470-474.
  • 9Zhang Y, Sivasubramaniam A. Failure prediction in IBM BlueGene/L event logs, In. Proceedings of the 7th IEEE International Conference on Data Mining, Omaha, USA, 2007. 583-588.
  • 10Salfner F, Troger P, Tschirpke S. Cross-core event moni- toring for processor failure prediction. In: Proceedings of International Conference on High Performance Computing and Simulation, Kingston, Ontario, 2009. 67-73.
High Technology Letters
2011年 第3期

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