TY - JOUR
T1 - An Efficient Two-User Multicast Pushing Policy for Cache Hit Ratio Maximization
AU - Yan, Qi
AU - Chen, Wei
AU - Wang, Ning
AU - Li, Lixin
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018
Y1 - 2018
N2 - Pro-active pushing is a promising emerging communication technology to improve the resource efficiency and quality of service provisioning in mobile networks. This paper characterizes users' requests with request delay information (RDI), and proposes to use the cache-hit ratio (CHR) as the metric of the system performance in pushing strategy design. Different from conventional instant on-demand services, the pro-active pushing system can merge different users' requests for the same file at different time instants. The base station can therefore push files more efficiently by employing multicasting technologies. However, it is revealed that if one of the users' channel condition is significantly poor, it is a better choice to ignore the user in the pushing system from the overall CHR performance perspective. In the two-user one-file scenario, we derive analytical expressions of the CHR to help the BS determine the optimal pushing rate, which is shown to be a two-value-selection. In particular, for two users with uniformly distributed RDIs, the decision space is specifically characterized through analysis and calculation.
AB - Pro-active pushing is a promising emerging communication technology to improve the resource efficiency and quality of service provisioning in mobile networks. This paper characterizes users' requests with request delay information (RDI), and proposes to use the cache-hit ratio (CHR) as the metric of the system performance in pushing strategy design. Different from conventional instant on-demand services, the pro-active pushing system can merge different users' requests for the same file at different time instants. The base station can therefore push files more efficiently by employing multicasting technologies. However, it is revealed that if one of the users' channel condition is significantly poor, it is a better choice to ignore the user in the pushing system from the overall CHR performance perspective. In the two-user one-file scenario, we derive analytical expressions of the CHR to help the BS determine the optimal pushing rate, which is shown to be a two-value-selection. In particular, for two users with uniformly distributed RDIs, the decision space is specifically characterized through analysis and calculation.
UR - http://www.scopus.com/inward/record.url?scp=85063533363&partnerID=8YFLogxK
U2 - 10.1109/GLOCOM.2018.8647238
DO - 10.1109/GLOCOM.2018.8647238
M3 - 会议文章
AN - SCOPUS:85063533363
SN - 2334-0983
JO - Proceedings - IEEE Global Communications Conference, GLOBECOM
JF - Proceedings - IEEE Global Communications Conference, GLOBECOM
M1 - 8647238
T2 - 2018 IEEE Global Communications Conference, GLOBECOM 2018
Y2 - 9 December 2018 through 13 December 2018
ER -