TY - GEN
T1 - A more refined mobile edge cache replacement scheme for adaptive video streaming with mutual cooperation in multi-mec servers
AU - Huang, Xinyu
AU - He, Lijun
AU - Chen, Xing
AU - Liu, Guizhong
AU - Li, Fan
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/7
Y1 - 2020/7
N2 - 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.
AB - 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.
KW - Collaborated mechanism
KW - MEC
KW - MEC Cache area partition
KW - Segment based MEC cache update startegy
UR - https://www.scopus.com/pages/publications/85090391637
U2 - 10.1109/ICME46284.2020.9102971
DO - 10.1109/ICME46284.2020.9102971
M3 - 会议稿件
AN - SCOPUS:85090391637
T3 - Proceedings - IEEE International Conference on Multimedia and Expo
BT - 2020 IEEE International Conference on Multimedia and Expo, ICME 2020
PB - IEEE Computer Society
T2 - 2020 IEEE International Conference on Multimedia and Expo, ICME 2020
Y2 - 6 July 2020 through 10 July 2020
ER -