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首页> 外文期刊>IEEE Transactions on Parallel and Distributed Systems >Time-aware utility-based resource allocation in wireless networks
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Time-aware utility-based resource allocation in wireless networks

机译:无线网络中基于时间的基于效用的资源分配

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摘要

This paper presents a time-aware admission control and resource allocation scheme in wireless networks in the context of a future generation cellular network. The quality levels (and their respective utility) of different connections are specified using discrete resource-utility (R-U) functions. The scheme uses these R-U functions for allocating and reallocating bandwidth to connections, aiming to maximize the accumulated utility of the system. However, different applications react differently to resource reallocations. Therefore, at each allocation time point, the following factors are taken into account: the age of the connection, a disconnection (drop) penalty, and the sensitiveness to reallocation frequency. The evaluation of our approach shows a superior performance compared to a recent adaptive bandwidth allocation scheme (RBBS). In addition, we have studied the overhead that performing a reallocation imposes on the infrastructure. To minimize this overhead, we present an algorithm that efficiently reduces the number of reallocations while remaining within a given utility bound.
机译:本文提出了一种在下一代蜂窝网络环境下的无线网络中的时间感知准入控制和资源分配方案。使用离散资源实用程序(R-U)功能指定不同连接的质量级别(及其各自的实用程序)。该方案使用这些R-U功能为连接分配和重新分配带宽,目的是使系统的累积效用最大化。但是,不同的应用程序对资源重新分配的反应不同。因此,在每个分配时间点,都要考虑以下因素:连接的时间,断开(掉线)的代价以及对重新分配频率的敏感性。与最近的自适应带宽分配方案(RBBS)相比,我们方法的评估显示出优越的性能。此外,我们还研究了执行重新分配对基础架构造成的开销。为了最大程度地减少这种开销,我们提出了一种算法,该算法可有效减少重新分配的数量,同时保持在给定的效用范围内。

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