作者
Christine Fricker, Fabrice Guillemin, Philippe Robert, Guilherme Thompson
发表日期
2016/9/21
期刊
ACM Transactions on Modeling and Performance Evaluation of Computing Systems (TOMPECS)
卷号
1
期号
4
页码范围
1-18
出版商
ACM
简介
In the context of fog computing, we consider a simple case where data centers are installed at the edge of the network and assume that if a request arrives at an overloaded data center, then it is forwarded to a neighboring data center with some probability. Data centers are assumed to have a large number of servers, and traffic at some of them is assumed to cause saturation. In this case, the other data centers may help to cope with this saturation regime by accepting some of the rejected requests. Our aim is to qualitatively estimate the gain achieved via cooperation between neighboring data centers. After proving some convergence results related to the scaling limits of loss systems for the process describing the number of free servers at both data centers, we show that the performance of the system can be expressed in terms of the invariant distribution of a random walk in the quarter plane. By using and …
引用总数
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学术搜索中的文章
C Fricker, F Guillemin, P Robert, G Thompson - ACM Transactions on Modeling and Performance …, 2016