On the interaction of video caching and retrieving in multi-server mobile-edge computing systems

  • Yanting Wang
  • , Yan Zhang*
  • , Min Sheng
  • , Kun Guo
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

25 Scopus citations

Abstract

Mobile-edge computing (MEC) could support edge caching and processing for video service, which essentially changes 'cache and transmit' mechanism and provides another video retrieval mode. However, existing caching policies are usually inefficient, mainly due to lack of: 1) interaction of video caching and retrieving which happen in different timescales and 2) collaboration among servers. As motivated, we jointly consider long-term caching placement and short-term video retrieval mode selection in coordinated multi-server MEC systems to enrich user experience. Besides, we propose a sample average approximation-based two-phase algorithm which outmatches existing approaches in terms of content access delay and hit ratio.

Original languageEnglish
Article number8733809
Pages (from-to)1444-1447
Number of pages4
JournalIEEE Wireless Communications Letters
Volume8
Issue number5
DOIs
StatePublished - Oct 2019
Externally publishedYes

Keywords

  • MEC
  • collaborative video service
  • edge caching and processing

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