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用时间序列分析方法动态确定检查点时间间隔 被引量:2

Searching the interval of checkpoint dynamically with the method of Time-Series Analysis
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摘要 设置检查点是容错计算机系统进行故障恢复的重要手段。检查点的开销则是影响其性能的一个主要因素。许多文献已指出检查点开销主要是来自于对进程状态的保存。文章采用时间序列分析的方法对进程状态大小变化情况进行分析和预测,动态选择恰当的检查点时间间隔,减少检查点时需保存的进程状态量,从而减小了检查点的开销。 Checkpoint is an important technology to save and rollback the state of the Process. The overhead of checkpoint is a major factor that has effect on the performance. Some papers had mentioned that the overhead of checkpoint mainly dues to save the process’s state into stable storage. In this paper, using Time Series Analysis method to modeling and forecast the state size of process, we can select the appropriate interval of checkpoint, which can reduce the overhead.
出处 《系统仿真学报》 CAS CSCD 2004年第10期2350-2353,共4页 Journal of System Simulation
基金 国家自然科学基金资助项目(60273070)
关键词 容错 检查点开销 时间序列分析 进程检查点 fault tolerance checkpoint overhead Time Series Analysis checkpointing
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参考文献4

  • 1Ziv A, Bruck J. Performance Optimization of Checkpointing Schemes with Task Duplication [J]. IEEE Trans Computers, 1997, 46(12): 1381-1386
  • 2Duda A. The Effects of Checkpointing on Program Execution Time [J]. Information Processing Letters, 1983, 16: 221-229
  • 3Ziv A, Bruck J, An On-Line Algorithm for Checkpoint Placement [J]. IEEE Transactions on Computers, 1997, 46(9): 976-985
  • 4Jiman Hong, Sangsu Kim, On the choice of checkpoint interval using memory usage profile and adaptive time series analysis [J]. IEEE 2001 Pacific Rim International Symposium on Dependable Computing, 2001, 45-48

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