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Design of Contract-Based Trading Mechanism for a Small-Cell Caching System

机译:小型缓存系统基于合同的交易机制设计

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Recently, content-aware-enabled distributed cach- ing relying on local small-cell base stations (SBSs), namely, small-cell caching, has been intensively studied for reducing transmission latency as well as alleviating the traffic load over backhaul channels. In this paper, we consider a commercialized small-cell caching system consisting of a network service provider (NSP), several content providers (CPs), and multiple mobile users (MUs). The NSP, as a network facility monopolist in charge of the SBSs, leases its resources to the CPs for gaining profits. At the same time, the CPs are intended to rent the SBSs for providing better downloading services to the MUs. We focus on solving the profit maximization problem for the NSP within the framework of contract theory. To be specific, we first formulate the utility functions of the NSP and the CPs by modeling the MUs and SBSs as two independent Poisson point processes. Then, we develop the optimal contract problem for an information asymmetric scenario, where the NSP only knows the distribution of CPs’ popularity among the MUs. Also, we derive the necessary and sufficient conditions of feasible contracts. Lastly, the optimal contract solutions are proposed with different CPs’ popularity parameter . Numerical results are provided to show the optimal quality and the optimal price designed for each CP. In addition, we find that the proposed contract-based mechanism is superior to the benchmarks from the perspective of maximizing the NSP’s profit.
机译:最近,为了减少传输等待时间以及减轻回程信道上的通信量,已经深入研究了依赖内容的分布式缓存,该分布式缓存依赖于本地小小区基站(SBS),即小小区缓存。在本文中,我们考虑一种由网络服务提供商(NSP),多个内容提供商(CP)和多个移动用户(MU)组成的商业化小型小区缓存系统。 NSP作为负责SBS的网络设施垄断者,将其资源出租给CP以获取利润。同时,CP打算租用SBS,以便为MU提供更好的下载服务。我们专注于在合同理论框架内解决NSP的利润最大化问题。具体来说,我们首先通过将MU和SBS建模为两个独立的Poisson点过程来制定NSP和CP的效用函数。然后,我们针对信息不对称情况开发了最优合同问题,在这种情况下,NSP仅知道CP在MU之间的受欢迎程度的分布。同样,我们得出可行合同的必要和充分条件。最后,提出了具有不同CP受欢迎度参数的最优合同解决方案。提供数值结果以显示为每个CP设计的最佳质量和最佳价格。此外,从最大化NSP的利润的角度来看,我们发现拟议的基于合同的机制优于基准。

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