Interconnecting eyeballs to content: a shapley value perspective on isp peering and settlement

Richard T. B. Ma, D. Chiu, John C.S. Lui, V. Misra, D. Rubenstein
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引用次数: 83

Abstract

Internet service providers (ISPs) must interconnect to provide global Internet connectivity to users. The payment structure of these interconnections are often negotiated and maintained via bilateral agreements. Current differences of opinion in the appropriate revenue model in the Internet has on occasion caused ISPs to de-peer from one another, hindering network connectivity and availability. Our previous work demonstrates that the Shapley value has several desirable properties, and that if applied as the revenue model, selfish ISPs would yield globally optimal routing and interconnecting decisions. In this paper, we focus our investigation of Shapley value in networks with two basic classes of ISP: content and eyeball. In particular, we analyze the revenue distribution between ISPs with elastic and inelastic customer demands, and calculate the bilateral payments between ISPs that implement the Shapley revenue. Our results illustrate how ISP revenues are influenced by different demand models. In particular, the marginal revenue lost by de-peering for an eyeball ISP with inelastic demand is inversely proportional to the square of its degree of connectivity to content ISPs. In practice, these results provide a guideline for ISPs, even in peering relationships, to negotiate bilateral payments and for regulatory institutions to design pricing regulations.
将眼球连接到内容:isp对等和结算的shapley价值视角
互联网服务提供商(isp)必须相互连接,为用户提供全球互联网连接。这些相互联系的支付结构往往是通过双边协定谈判和维持的。目前,在互联网的适当收入模式上的意见分歧,有时会导致互联网服务提供商彼此之间的对等关系,阻碍网络连接和可用性。我们之前的工作表明,Shapley值具有几个理想的属性,并且如果应用于收入模型,自私的isp将产生全局最优路由和互连决策。本文主要研究了网络中两类ISP的Shapley值:content和眼球。特别地,我们分析了具有弹性和非弹性客户需求的isp之间的收入分配,并计算了实现Shapley收入的isp之间的双边支付。我们的研究结果说明了不同的需求模型是如何影响ISP收入的。特别是,对于具有非弹性需求的眼球互联网服务提供商来说,因去对等而损失的边际收入与它与内容互联网服务提供商的连接程度的平方成反比。在实践中,这些结果为互联网服务提供商提供了一个指导方针,甚至在对等关系中,谈判双边支付和监管机构设计定价法规。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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