负载抖动是影响负载模型准确性和代表性的关键因素。本文通过两个负载抖动例子给出负载抖动的定义,研究了抖动日志对负载模型的影响情况,提出了一种通过分析总资源向量和最大资源向量的方差检测负载抖动的算法,研究时间刻度参数△t对算法的影响情况,并给出了其较合理的取值范围。
Workload flurries are key factors that could influence the veracity and representative of the workload model. In this paper, we give a definition of the workload flurries based on two examples of workload flurries, and study how workload flurries can influence the workload model. Then we brought forward an algorithm that can detect the workload flurries through analyzing the variance of the total resource vector and the maximal resource vector. We also study the parameter of time scale At as well as its influence on the algorithm, and give a reasonable range of the parameter.