二阶段法凸壳支持向量机的研究与应用

Research and Application of Convex Hull Support Vector Machine Based on Two-Phase Method

文章提出基于二阶段法的凸壳支持向量机的研究,并探索其在网络服务器性能分析中的应用。实验表明,引入凸壳理论提升了支持向量机的执行效率,实现了对网络服务器性能参数的快速精确划分,对进一步研究基于模式识别的服务器性能检测与报警具有指导意义。

This paper intends to study convex hull vector machine based on two-stage method and its application in the analysis of Web server performance.Experiments show that the introduction of convex hull theory improves the efficiency in the implementation of support vector machines,realizes fast and accurate classification of network server performance parameters,which is of guiding significance for further study of server performance monitoring and alerting based on pattern recognition.