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A more refined mobile edge cache replacement scheme for adaptive video streaming with mutual cooperation in multi-mec servers

科研成果: 书/报告/会议事项章节会议稿件同行评审

22 引用 (Scopus)

摘要

Instead of only focusing on the hit ratio of the videos cached in Mobile Edge Computing (MEC) server, we propose a more refined video segment content and client statusbased MEC cache update strategy, to improve clients' Quality of Experience (QoE). First, based on both the segment popularity and importance, we divide MEC cache into three parts which can be flexibly transformed into each other by combing the requested times of segments, transmission capability and clients' playback status together. Furthermore, we present the client's cache priority utility function and formulate a problem to maximize the utility function subject to the constraints of MEC cache size and transmission capacity. The brand and branch method is employed to obtain the optimal solution. Simulation results show that our algorithm can improve system throughput, hit ratio of video segment, playback frozen time as well as backhaul traffic.

源语言英语
主期刊名2020 IEEE International Conference on Multimedia and Expo, ICME 2020
出版商IEEE Computer Society
ISBN(电子版)9781728113319
DOI
出版状态已出版 - 7月 2020
活动2020 IEEE International Conference on Multimedia and Expo, ICME 2020 - London, 英国
期限: 6 7月 202010 7月 2020

出版系列

姓名Proceedings - IEEE International Conference on Multimedia and Expo
2020-July
ISSN(印刷版)1945-7871
ISSN(电子版)1945-788X

会议

会议2020 IEEE International Conference on Multimedia and Expo, ICME 2020
国家/地区英国
London
时期6/07/2010/07/20

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