A Game Theoretic Framework for Congestion Control in Named Data Networking

A Game Theoretic Framework for Congestion Control in Named Data Networking
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命名数据网络中拥塞控制的博弈论框架

DOI:
10.5755/j01.itc.46.4.15680
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发表时间:
2017-11
影响因子:
1.1
通讯作者:
Yizhao Bao
Yizhao Bao
中科院分区:
计算机科学4区
文献类型:
--
作者:
Jinfa Yao Baoqun Yin;Xiaobin Tan;Yizhao Bao

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拥塞机制作为命名数据网络(NDN)体系结构的重要组成部分,一直是人们关注的焦点。NDN体系结构的独特性对网络拥塞控制提出了与IP网络截然不同的要求。在本文中,我们提出了一个博弈论框架的流量控制在NDN的纳什讨价还价解决方案的概念的基础上,从合作博弈论,并提出了一个分布式的,流量感知和逐跳拥塞控制机制的坚实的分析基础。此外,我们在ndnSIM中开发了一个可能的实现,并使用不同的设置进行了各种实验,以研究我们的方案的行为。我们已经看到,所提出的拥塞控制机制按设计执行,并显着提高了网络性能。DOI:http://dx.doi.org/10.5755/j01.itc.46.4.15680网站
As an essential building block of the Named Data Networking (NDN) architecture, congestion mechanism has been the focus of much attention. The unique features of NDN architecture bring forward distinct requirements for congestion control from its Internet Protocol (IP) counterpart. In this paper, we present a game theoretic framework for flow rate control in NDN based on the concept of Nash bargaining solution from cooperative game theory, and propose a distributed, flow-aware and hop-by-hop congestion control mechanism on a solid analytical basis. In addition, we developed a possible implementation in ndnSIM and performed various experiments with different settings to study the behavior of our scheme. We have seen that the proposed congestion control mechanism performs as designed, and significantly enhances the network performance. DOI: http://dx.doi.org/10.5755/j01.itc.46.4.15680
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