在QoS和预算约束下公平分配带宽的机制

Sreenivas Gollapudi, D. Sivakumar
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引用次数: 2

摘要

当用户之间的QoS需求和购买力不同时,公平的带宽分配至关重要。为此,我们提出了一种基于差别定价的带宽分配机制。在我们的模型中,QoS与成本的权衡导致了每个用户的最小可接受分配、最大可接受分配和唯一的最优分配。从博弈论的角度分析了该机制的公平性和真实性。我们证明了它产生的分配可证明满足经典最大最小公平概念的一个变体。它确保具有更高QoS要求的流需要以更高的速率付费,以增加它们被服务的可能性。此外,由我们的机制诱导的纳什均衡导致了与“社会最优”分配相当的分配;因此,用户通过不诚实获得的好处很少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A mechanism for equitable bandwidth allocation under QoS and budget constraints
Equitable bandwidth allocation is essential when QoS requirements and purchasing power vary among users. To this end, we present a mechanism for bandwidth allocation based on differential pricing. In our model, the QoS vs. cost trade-off induces a minimum acceptable allocation, a maximum acceptable allocation, and a unique optimal allocation for each user. We analyze the fairness and truthfulness properties of our mechanism from a game-theoretic perspective. We show that it produces allocations that provably satisfy a variant of the classical notion of max-min fairness. It ensures that flows with higher QoS requirements need to pay at higher rates to increase their likelihood of being served. Furthermore, the Nash equilibrium induced by our mechanism leads to allocations that are comparable to "socially optimal" allocations; hence users gain very little by being untruthful.
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