Performance Analysis of Cloud Computing Centers Using M/G/m/m+r Queuing Systems 论文

详细信息

发表期刊/会议

IEEE Transactions on Parallel and Distributed Systems

发表日期

2011-07-26

发表年份

2011

摘要

Successful development of cloud computing paradigm necessitates accurate performance evaluation of cloud data centers. As exact modeling of cloud centers is not feasible due to the nature of cloud centers and diversity of user requests, we describe a novel approximate analytical model for performance evaluation of cloud server farms and solve it to obtain accurate estimation of the complete probability distribution of the request response time and other important performance indicators. The model allows cloud operators to determine the relationship between the number of servers and input buffer size, on one side, and the performance indicators such as mean number of tasks in the system, blocking probability, and probability that a task will obtain immediate service, on the other.