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Collaborative hierarchical caching in cloud radio access networks

  • Xiuhua Li
  • , Peiran Wu
  • , Xiaofei Wang
  • , Keqiu Li
  • , Zhu Han
  • , Victor C.M. Leung

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

9 Citations (Scopus)

Abstract

To deal with the severe challenge from explosively increasing mobile users' multimedia service requests in mobile networks, introducing cloud-based computing platform and content caching into radio access networks (RANs) has become an effective emerging technique. In this paper, we propose a collaborative hierarchical caching framework in cloud RANs (C-RANs), which minimizes the access delay of content delivery under certain specific network constraints to improve users' Quality of Service (QoS) as well as offload network traffic. Specifically, based on the formed hierarchical caching topology consisting of two tiers of content caching at the base stations and the cloud central unit (CCU), we decompose the formulated large-scale optimization problem into a series of simpler subproblems, and then propose the corresponding low-complexity distributed heuristic solutions as well as a content request routing scheme. Trace-based evaluation results demonstrate the effectiveness of the proposed framework.

Original languageEnglish
Title of host publication2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages462-467
Number of pages6
ISBN (Electronic)9781538627846
DOIs
Publication statusPublished - 20 Nov 2017
Event2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017 - Atlanta, United States
Duration: 1 May 2017 → 4 May 2017

Publication series

Name2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017

Conference

Conference2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017
Country/TerritoryUnited States
CityAtlanta
Period1/05/17 → 4/05/17

Bibliographical note

Publisher Copyright:
© 2017 IEEE.

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