Incentive based cooperative content caching in Social Wireless Networks

Rui Wang, Faezeh Hajiaghajani, S. Biswas
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引用次数: 6

Abstract

This paper develops an incentive based cooperative content caching framework for Social Wireless Networks (SWNETs) in which content demands are hierarchically heterogeneous. The heterogeneous request model incorporates user preference for different categories/genres, and contents under each category, both following power law distributions at local as well as global levels. Based upon such request generation model, an optimal incentive based Heterogeneous Split Caching algorithm is proposed which can minimize electronic content provisioning cost using cooperative caching policies. Detailed simulation experiments for functional validation and performance evaluation with respect to traditional caching strategies are then performed under various protocol and network parameters. The baseline HSC mechanism is also tested against a special benchmark situation that provides a steady state performance bound, which can occur after an infinite request horizon.
基于激励的社交无线网络协同内容缓存
针对内容需求层次异构的社会无线网络(SWNETs),提出了一种基于激励的协同内容缓存框架。异构请求模型结合了用户对不同类别/类型的偏好,以及每个类别下的内容,两者都遵循本地和全球级别的幂律分布。在此请求生成模型的基础上,提出了一种基于最优激励的异构分割缓存算法,利用协同缓存策略使电子内容供应成本最小化。然后在各种协议和网络参数下对传统缓存策略进行了详细的功能验证和性能评估仿真实验。基线HSC机制还针对提供稳定状态性能界限的特殊基准情况进行了测试,这种情况可能在无限请求范围之后发生。
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