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A stackelberg game based analysis for interactions among Internet service provider, content provider, and advertisers

机译:基于Stackelberg游戏的分析,用于Internet服务提供商,内容提供商和广告商之间的交互

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The past few years have witnessed a huge acceleration in global Internet traffic. Users' demand for contents is also rising accordingly. Therefore, content providers (CPs) that provide contents for users get high revenue from the traffic growth. There are generally two ways for CPs to get revenue: (i) charge users for the contents they view or download; (ii) get revenue from advertisers. On the other hand, Internet service providers (ISPs) are investing in network infrastructure to provide better quality of service (QoS), but they do not benefit directly from the content traffic. One option for ISPs to compensate their investment cost is sharing CPs' revenue by side payment from CPs to ISPs. Then ISPs will be motivated to keep on investing in developing new network technology and enlarging the capacity to improve QoS. However, it is important to evaluate how each player is affected by this kind of side payment. Our previous work has studied this problem by assuming that CPs charged users for the contents they view or download, in this paper it is considered that CP does not directly charge end users, but charges advertisers for revenue. Stackelberg game is utilized to study the interactions among ISP, CP, end users and advertisers. A unique Nash equilibrium is established and numerical analysis has validated our theoretic results. It shows that side payment from CP to ISP impairs the CP's investment of contents, and ISP can benefit from charging CP, while CP's payoff is impaired.
机译:过去几年见证了全球互联网流量的巨大增长。用户对内容的需求也相应增加。因此,为用户提供内容的内容提供商(CP)从流量增长中获得高收益。 CP通常有两种获取收入的方式:(i)向用户收取他们查看或下载的内容的费用; (ii)从广告客户那里获得收入。另一方面,Internet服务提供商(ISP)正在投资于网络基础结构以提供更好的服务质量(QoS),但它们并不能直接从内容流量中受益。 ISP补偿其投资成本的一种选择是通过从CP到ISP的边付款来共享CP的收入。然后,将激励ISP继续投资开发新的网络技术,并扩大改善QoS的能力。但是,重要的是评估这种边际支付对每个玩家的影响。我们以前的工作已经通过假设CP向用户收取他们查看或下载的内容的费用来研究此问题,在本文中,CP被认为不是直接向最终用户收取费用,而是向广告客户收取收入。 Stackelberg游戏用于研究ISP,CP,最终用户和广告商之间的交互。建立了唯一的纳什均衡,数值分析验证了我们的理论结果。它表明,从CP到ISP的边际付款会损害CP的内容投资,并且ISP可以从CP的收费中受益,而CP的收益会受到损害。

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