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Poster: unified fog node utilization for multiple content providers through cluster-based cooperative caching

  • Ferdous Sharifi*
  • , Young Choon Lee
  • , Shaahin Hessabi
  • *Corresponding author for this work

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

Abstract

Efficient content caching is crucial for video streaming services, enhancing user experience and conserving network bandwidth. While traditional Content Delivery Networks (CDNs) address this need to a certain extent, fog computing is emerging as a complementary solution. In particular, this new computing paradigm utilizes nodes positioned between users and the cloud continuum (fog nodes). However, the limited capacity of fog nodes poses a challenge. Previous studies have addressed this challenge by focusing on cooperative caching, considering factors like popularity and user location, yet often overlooked the shared use of fog node storage by multiple content providers (MCPs). This paper introduces CCoFog Caching (CCo-Fog), a cluster-based cooperative content caching strategy that allocates fog node storage capacity among content providers using user clustering and the multi-tier feature of fog networks. It also proposes a content placement algorithm that considers popularity to determine the number of content copies in the network. Evaluation with real-world data shows that CCo-Fog significantly improves latency by 54% and hit ratio by 1|6% compared to existing strategies.

Original languageEnglish
Title of host publication2024 IEEE 25th International Symposium on a World of Wireless, Mobile and Multimedia Networks WoWMoM 2024
Subtitle of host publicationproceedings
Place of PublicationPiscataway, NJ
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages295-297
Number of pages3
ISBN (Electronic)9798350394665
ISBN (Print)9798350394672
DOIs
Publication statusPublished - 2024
Event25th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2024 - Perth, Australia
Duration: 4 Jun 2024 → 7 Jun 2024

Publication series

Name
ISSN (Print)2770-0526
ISSN (Electronic)2770-0542

Conference

Conference25th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2024
Country/TerritoryAustralia
CityPerth
Period4/06/24 → 7/06/24

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