Video Quality and Popularity-aware Video Caching in Content Delivery Networks

Yijun Sun, Zehua Guo*, Songshi Dou, Yuanqing Xia

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Citations (Scopus)

Abstract

Content Delivery Network (CDN) is a popular service to accelerate object transmission by dynamically caching popular objects at cache points near users. Existing video caching schemes for CDN do not consider some important components of Quality of Experience (QoE). In this paper, we jointly consider video quality and popularity to design a new QoE metric called Video Hit Experience (VHE) and propose an efficient video caching algorithm named Hit ExpeRience-based videO caching (HERO) to improve VHE. Preliminary results show that HERO outperforms existing solutions.

Original languageEnglish
Title of host publicationProceedings - 2021 IEEE International Conference on Web Services, ICWS 2021
EditorsCarl K. Chang, Ernesto Damiani, Jing Fan, Parisa Ghodous, Michael Maximilien, Zhongjie Wang, Robert Ward, Jia Zhang
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages648-650
Number of pages3
ISBN (Electronic)9781665416818
DOIs
Publication statusPublished - 2021
Event2021 IEEE International Conference on Web Services, ICWS 2021 - Virtual, Online, United States
Duration: 5 Sept 202111 Sept 2021

Publication series

NameProceedings - 2021 IEEE International Conference on Web Services, ICWS 2021

Conference

Conference2021 IEEE International Conference on Web Services, ICWS 2021
Country/TerritoryUnited States
CityVirtual, Online
Period5/09/2111/09/21

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