TY - GEN
T1 - Cooperative regional caching and distribution in space-terrestrial integrated networks
AU - Hao, Linchun
AU - Ren, Pinyi
AU - Du, Qinghe
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/7/28
Y1 - 2021/7/28
N2 - Satellites can offer wide coverage for almost all geographical environment together with terrestrial networks, providing mobile users better services. However, the delay of satellite-to-terrestrial backhaul link is large, and satellite network topology changes dynamically. Therefore, caching content on satellites can quickly and efficiently transmit data to users. Due to the limited resources on the satellite, the cache strategy needs to achieve efficient content transmission with small cache redundancy. This paper proposes a caching and distribution strategy with regional cooperation. We divide the network topology into multiple regions, and find the collection of similar regions based on the regional cache similarity defined by the similarity of the requested content and the geographic distance among regions. Then, using the similar regions, we remove redundant content, and when the request does not hit in the regional cache, it will search for content among similar regions. Simulation shows that this solution can reduce cache redundancy, improve cache hit rate and network throughput. In addition, we optimized the scheme of content transmission between cached satellites when the snapshot is switched, avoiding repeated requests for content from the terrestrial server, and reducing the waste of inter-satellite link resources caused by transmission back and forth between orbits. Simulation results given in the paper show the effectiveness of the proposed scheme.
AB - Satellites can offer wide coverage for almost all geographical environment together with terrestrial networks, providing mobile users better services. However, the delay of satellite-to-terrestrial backhaul link is large, and satellite network topology changes dynamically. Therefore, caching content on satellites can quickly and efficiently transmit data to users. Due to the limited resources on the satellite, the cache strategy needs to achieve efficient content transmission with small cache redundancy. This paper proposes a caching and distribution strategy with regional cooperation. We divide the network topology into multiple regions, and find the collection of similar regions based on the regional cache similarity defined by the similarity of the requested content and the geographic distance among regions. Then, using the similar regions, we remove redundant content, and when the request does not hit in the regional cache, it will search for content among similar regions. Simulation shows that this solution can reduce cache redundancy, improve cache hit rate and network throughput. In addition, we optimized the scheme of content transmission between cached satellites when the snapshot is switched, avoiding repeated requests for content from the terrestrial server, and reducing the waste of inter-satellite link resources caused by transmission back and forth between orbits. Simulation results given in the paper show the effectiveness of the proposed scheme.
KW - Cache content transmission
KW - Content caching
KW - Regional collaboration
KW - Space-terrestrial integrated networks
UR - https://www.scopus.com/pages/publications/85119371071
U2 - 10.1109/ICCC52777.2021.9580354
DO - 10.1109/ICCC52777.2021.9580354
M3 - 会议稿件
AN - SCOPUS:85119371071
T3 - 2021 IEEE/CIC International Conference on Communications in China, ICCC 2021
SP - 1042
EP - 1047
BT - 2021 IEEE/CIC International Conference on Communications in China, ICCC 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 IEEE/CIC International Conference on Communications in China, ICCC 2021
Y2 - 28 July 2021 through 30 July 2021
ER -