TY - JOUR
T1 - On the interaction of video caching and retrieving in multi-server mobile-edge computing systems
AU - Wang, Yanting
AU - Zhang, Yan
AU - Sheng, Min
AU - Guo, Kun
N1 - Publisher Copyright:
© 2012 IEEE.
PY - 2019/10
Y1 - 2019/10
N2 - 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.
AB - 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.
KW - MEC
KW - collaborative video service
KW - edge caching and processing
UR - https://www.scopus.com/pages/publications/85073631922
U2 - 10.1109/LWC.2019.2921759
DO - 10.1109/LWC.2019.2921759
M3 - 文章
AN - SCOPUS:85073631922
SN - 2162-2337
VL - 8
SP - 1444
EP - 1447
JO - IEEE Wireless Communications Letters
JF - IEEE Wireless Communications Letters
IS - 5
M1 - 8733809
ER -