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Competitive traffic pricing for the Internet.

机译:互联网上具有竞争力的流量定价。

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Pricing and consequential revenue maximization by each service provider in the Internet under time varying demand is the focus of this thesis. With competitive prices and differentiated quality of services, users have multiple options to route traffic over the Internet. This dissertation investigates the underlying structure of the interaction between pricing and routing in the Internet in order to aid the revenue maximization objective of service providers and routing cost minimization for users.; An analytical model that combines the revenue maximization objective of each service provider with users routing objectives is formulated. The routing objectives are formulated under two different objectives; namely social and selfish. The formulation is used to investigate if service prices are at equilibrium. The formulation also aids in understanding the behavior of competition and/or collusion of service providers.; The service prices that maximize each service providers revenue is proved to be at equilibrium. The existence of equilibrium is discovered to be based primarily on the form of service provider's revenue function. It is proved that price equilibrium exists if the revenue functions are bilinear, quasi concave, or concave functions. The conditions for uniqueness of price equilibrium are also developed.; A practical algorithm that helps to determine prices in an independent and distributed manner by each service provider is developed. The algorithm is based on Newton's method for solving equality constrained nonlinear optimization problem. Based on whether the routing objective is socially or selfishly optimal, the combined problem of revenue maximization and routing is solved as a bilevel or single level nonlinear optimization problem.; Revenues under social and selfish routing are compared. It is proved that prices and revenues are higher under social routing; leading to the conclusion that selfish routing is better in terms of the price paid by the users for service. Unlike the case of social routing, it is shown that service providers can price according to the quality of service offered under selfish routing.; Finally, implementation issues of including dynamic service prices and consequential traffic management in the internet are investigated based on constrained based routing under multi protocol label switching. A brief study of regulations and its influence on market structure is also presented.
机译:时变需求下Internet上每个服务提供商的定价和相应的收益最大化是本文的重点。凭借具有竞争力的价格和差异化的服务质量,用户可以选择多种途径来通过Internet路由流量。本文研究了互联网价格与路由之间相互作用的底层结构,以帮助服务提供商实现收益最大化的目标和使用户路由成本最小化。建立了将每个服务提供商的收益最大化目标与用户路由目标相结合的分析模型。路由目标是根据两个不同的目标制定的;即社交和自私。该公式用于调查服务价格是否处于均衡状态。该表述还有助于理解服务提供商的竞争和/或串通行为。事实证明,使每个服务提供商收入最大化的服务价格处于均衡状态。发现均衡的存在主要基于服务提供商收入函数的形式。证明了如果收益函数为双线性,拟凹函数或凹函数,则存在价格均衡。还建立了价格均衡唯一性的条件。开发了一种实用的算法,可以帮助每个服务提供商以独立和分布式的方式确定价格。该算法基于牛顿法求解等式约束的非线性优化问题。根据路由目标是社会最优的还是自私的最优,将收益最大化和路由的组合问题解决为双层或单层非线性优化问题。比较社会和自私路由下的收入。事实证明,在社会路线下,价格和收入较高;得出这样的结论:就用户为服务支付的价格而言,自私的路由更好。与社交路由不同,它表明服务提供商可以根据自私路由提供的服务质量进行定价。最后,基于多协议标签交换下基于约束的路由,研究了包括动态服务价格和结果流量管理在内的实现问题。还简要介绍了法规及其对市场结构的影响。

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