基于响应时间的Web服务器性能评测方法

发布时间：2018-03-06 19:05

本文选题：Web服务器性能　切入点：评测模型　出处：《小型微型计算机系统》2013年01期 　论文类型：期刊论文

【摘要】：Web服务器的性能评测是Web服务容量规划和服务部署中的重要问题.针对目前方法在评测实际应用场景中的不足,根据峰值负载之前响应时间与用户请求量存在的指数关系,提出Web服务器性能评测模型MBRT(Web Server performance evaluation Model Based on Response Time),根据响应时间建模可以避免分析的不全面,有效的避免传统模型的局限性,然后基于MBRT提出具体评测方法,同时使用一元线性回归模型的显著性特征验证MBRT的准确性.最后为了显示MBRT的有效性和高效性,在Web服务器实际评测环境中对MBRT进行验证和评估,并与已有模型进行比较.
[Abstract]:The performance evaluation of Web server is an important problem in Web service capacity planning and service deployment. Aiming at the shortcomings of current methods in evaluating practical application scenarios, according to the exponential relationship between the response time before peak load and the number of user requests, the performance evaluation of Web server is an important problem in Web service capacity planning and service deployment. A Web server performance evaluation model, MBRT(Web Server performance evaluation Model Based on Response time, is proposed. According to the response time modeling, the incomplete analysis and the limitation of the traditional model can be avoided effectively, and then the specific evaluation method based on MBRT is proposed. At the same time, the accuracy of MBRT is verified by using the significant features of univariate linear regression model. Finally, in order to show the validity and efficiency of MBRT, the MBRT is validated and evaluated in the Web server environment, and compared with the existing model.
【作者单位】：杭州电子科技大学计算机学院网格与服务计算实验室;
【基金】：国家自然科学基金项目(60973029)资助
【分类号】：TP393.05

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