On The Joint Content Caching And User Association Problem In Small Cell Networks

2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS)(2020)

引用 4|浏览14
暂无评分
摘要
Caching at the edge of the radio network is increasingly viewed as a promising countermeasure to the staggering demand for mobile video content. The persistent orientation of newer generations of mobile communication systems towards lower latency and faster radio access speeds only strengthens the arguments in its favor. When content caching is coordinated with other radio resource management functions, in particular, the benefits for the end users and the network operator are significant. In this paper, we investigate these benefits in cache enabled small cell networks that jointly control (i) the Small-Cell Base Stations (SBSs) that serve as network access points for the mobile users; and (ii) the content that is stored at the SBS co-located caches. Our main contribution is a fast-converging computationally simple heuristic algorithm that iterates between assigning users to small cells and content to SBS caches, to maximize the overall cache hit ratio. The algorithm solutions compete with the optimal assignments at small problem instances and outperform alternative solutions for larger instances, especially when the content demand exhibits spatial locality. Combining good performance with non-prohibitive complexity, the algorithm could become a valuable tool for small cell network operators seeking to optimize the use of radio network resources.
更多
查看译文
关键词
radio network resources,cell network operators,content demand,algorithm solutions,cache hit ratio,SBS caches,fast-converging computationally simple heuristic algorithm,SBS co-located caches,mobile users,network access points,small-cell base stations,jointly control,cache-enabled small cell networks,network operator,end users,radio resource management functions,faster radio access speeds,lower latency,mobile communication systems,persistent orientation,mobile video content,promising countermeasure,user association problem,joint content caching
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要