The role of caching in future communication systems and networks
This paper has the following ambitious goal: to convince the reader that content caching is
an exciting research topic for the future communication systems and networks. Caching has …
an exciting research topic for the future communication systems and networks. Caching has …
Classification of optimization problems in fog computing
J Bellendorf, ZÁ Mann - Future Generation Computer Systems, 2020 - Elsevier
Fog computing combines cloud services with geographically distributed resources near the
network edge to offer computational offloading possibilities to end devices, featuring low …
network edge to offer computational offloading possibilities to end devices, featuring low …
Federated deep reinforcement learning for recommendation-enabled edge caching in mobile edge-cloud computing networks
To support rapidly increasing services and applications from users, multi-tier computing is
emerged as a promising system-level computing architecture by distributing …
emerged as a promising system-level computing architecture by distributing …
Convergence of recommender systems and edge computing: A comprehensive survey
Under the explosive growth of information available on the Web, recommender systems
have been used as an effective technology to filter useless information and attempt to …
have been used as an effective technology to filter useless information and attempt to …
Caching efficiency maximization for device-to-device communication networks: A recommend to cache approach
Edge side caching assisted device-to-device (D2D) communication has been
acknowledged as a promising technique to alleviate the heavy burden of backhaul …
acknowledged as a promising technique to alleviate the heavy burden of backhaul …
Cache-enabled coordinated mobile edge network: Opportunities and challenges
Cache-enabled coordinated mobile edge network is an emerging network architecture,
wherein serving nodes located at the network edge have the capabilities of baseband signal …
wherein serving nodes located at the network edge have the capabilities of baseband signal …
Joint content caching, recommendation, and transmission optimization for next generation multiple access networks
We exploit a behavior-shaping proactive mechanism, namely, recommendation, in cache-
assisted non-orthogonal multiple access (NOMA) networks, aiming at minimizing the …
assisted non-orthogonal multiple access (NOMA) networks, aiming at minimizing the …
Joint scheduling of proactive pushing and on-demand transmission over shared spectrum for profit maximization
Proactive pushing has emerged as a promising solution to scale the service capacity by
utilizing idle spectrum resources when on-demand transmission cannot fully exploit the …
utilizing idle spectrum resources when on-demand transmission cannot fully exploit the …
Mixed-timescale caching and beamforming in content recommendation aware fog-RAN: A latency perspective
Content caching is recognized as a promising solution to release the heavy burden of
backhaul links and decrease the content transmission latency in Fog radio access networks …
backhaul links and decrease the content transmission latency in Fog radio access networks …
Recommendation-driven multi-cell cooperative caching: A multi-agent reinforcement learning approach
In 5G small cell networks, edge caching is a key technique to alleviate the backhaul burden
by caching user desired contents at network edges such as small base stations (SBSs) …
by caching user desired contents at network edges such as small base stations (SBSs) …