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Delay-aware content distribution via cell clustering and content placement for multiple tenants

机译:延迟感知内容分发通过单元格群集和多个租户的内容放置

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摘要

The introduction of 5G will see exponential growth in the amount of data generated in mobile networks. This huge growth in data volume will put great pressure on not only the wireless access network but also the backhaul. In-network caching as a key component of 5G targets faster download speeds and reduction in latency through efficient content placement to avoid contents being transmitted repeatedly. In addition, the reduction in latency will require an effective resource allocation scheme to improve radio resource utilization. This paper investigates the problem of delay-aware content distribution in a multi-tenant network. We propose a content placement scheme to minimize the average visiting time of all users and a novel heuristic graph-partitioning algorithm via cell clustering to maximize the user transmission rates. Finally, simulations are conducted to evaluate the proposed scheme with QoE satisfaction and resource utilization for multi-tenants.
机译:5G的引入将在移动网络中产生的数据量中看到指数增长。数据量的巨大增长将不仅对无线接入网络而且还为后退而产生了很大的压力。网络内部缓存作为5G的关键组件,通过有效的内容放置,以速度下载速度更快,下载速度和降低延迟,以避免重复传输内容。此外,延迟的减少需要有效的资源分配方案来提高无线电资源利用率。本文调查了多租户网络中延迟感知内容分布的问题。我们提出了一种内容放置方案,以通过小区聚类最小化所有用户的平均访问时间和新的启发式图形分区算法,以最大化用户传输速率。最后,进行了模拟,以评估具有QoE满意度和多租户资源利用的方案。

著录项

  • 来源
    《Journal of network and computer applications》 |2019年第7期|112-126|共15页
  • 作者单位

    Univ Elect Sci & Technol China Chengdu 611731 Sichuan Peoples R China;

    Univ Elect Sci & Technol China Chengdu 611731 Sichuan Peoples R China;

    Univ Elect Sci & Technol China Chengdu 611731 Sichuan Peoples R China;

    DFKI GmbH German Res Ctr Artificial Intelligence Kaiserslautern Germany|Tech Univ TU Kaiserslautern Dept Elect & Informat Technol EIT Kaiserslautern Germany;

    Univ Elect Sci & Technol China Chengdu 611731 Sichuan Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Network slicing; Caching virtualization; Cell clustering; Content placement;

    机译:网络切片;缓存虚拟化;细胞聚类;内容放置;

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