Delay Analysis of Network Coding in Multicast Networks With Markovian Arrival Processes: A Practical Framework in Cache-Enabled Networks

被引:10
|
作者
Rezaei, Fatemeh [1 ]
Momeni, Ahmadreza [2 ]
Khalaj, Babak Hossein [1 ]
机构
[1] Sharif Univ Technol, Dept Elect Engn, Tehran 1136511155, Iran
[2] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
基金
美国国家科学基金会;
关键词
Markovian arrival process; queueing analysis; delay; network coding; caching; MODELS;
D O I
10.1109/TVT.2018.2830111
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We develop an analytical framework for queueing and delay analysis in the case of a number of distinct flows arriving at a network node, where asynchronous partial network coding is applied for an efficient packet transmission. In order to perfectly model and analyze the practical communication networks, the arriving flows are assumed to be general Markovian arrival processes. As a key example, we apply the proposed model to the problem of coded caching in single bottleneck caching networks. In addition, we verify the accuracy of the proposed model through simulations and real trace-driven experiments.
引用
收藏
页码:7577 / 7584
页数:8
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