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Game theoretic approaches for wireless proactive caching

机译:无线主动缓存的游戏理论方法

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摘要

Recently proposed wireless proactive caching has opened up a promising avenue for reducing the redundant traffic load of the future wireless network. In addition to infrastructure updating, caching schemes for different wireless caching scenarios are also essential problems of concern. Along with the benefits brought by proactive caching, the cost of proactive caching should also be taken into account, since caching schemes can be influenced by different interest relevant parties in wireless networks. In this article, we discuss several typical caching scenarios and apply corresponding game theoretical models to illustrate how the selfishness of different parties may influence the overall wireless proactive caching. Efficient caching strategies can be designed by carefully considering the relations and interactions among these parties by using game theory. We also outline possible future research directions in this emerging area.
机译:最近提出的无线主动缓存已经为减少未来无线网络的冗余流量负载开辟了有希望的途径。除了基础结构更新之外,用于不同无线缓存方案的缓存方案也是令人关注的基本问题。除了主动缓存带来的好处外,还应该考虑主动缓存的成本,因为缓存方案可能会受到无线网络中不同利益相关方的影响。在本文中,我们讨论了几种典型的缓存方案,并应用了相应的博弈论模型来说明不同方的自私可能如何影响整个无线主动缓存。通过使用博弈论仔细考虑这些各方之间的关系和交互,可以设计出有效的缓存策略。我们还概述了该新兴领域可能的未来研究方向。

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