4.7 Article

Mobility-Aware Content Caching Using Graph-Coloring

期刊

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
卷 71, 期 5, 页码 5666-5670

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TVT.2022.3156528

关键词

Color; Indexes; Topology; Network topology; Optimization; Numerical models; Macrocell networks; Caching; mobility; graph coloring

资金

  1. Iran National Science Foundation [96010185]

向作者/读者索取更多资源

This letter discusses the effectiveness of caching popular files in the memories of small base stations to address capacity limitations of wireless backhaul links. By utilizing graph-coloring and algorithms, the connection between SBSs and users, as well as user mobilities, can be effectively modeled and content placement optimized.
Caching the popular files in the memories of small base stations (SBSs) is an effective solution to the limited capacity of wireless backhaul links. The efficiency of caching depends on the proper design of the content placement. This is more challenging when the SBSs have overlapped coverage and especially when the users are also mobile. In this letter, we exploit the concept of graph-coloring and model the connection between SBSs and users as well as user mobilities, through a weighted graph in which SBSs are its vertices, and propose some algorithms to color it effectively. Then, we fill the memory of colored SBSs with popular content accordingly.

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