Wireless cellular networks currently face constantly growing data demands, which lead to
network congestion and high latency. Cache-aware recommendation can reshape users' …

Although content caching and recommendation are two complementary approaches to
improve the user experience, it is still challenging to provide an integrated paradigm to fully …

Caching popular contents at the network edge has been considered as a promising enabler
to relieve the pressure on networks due to the fact that a substantial portion of global data …

Caching has been successfully applied in wired networks, in the context of Content
Distribution Networks (CDNs), and is quickly gaining ground for wireless systems. Storing …

Joint optimization of caching and recommendation is expected to achieve a beneficial
tradeoff between caching efficiency and users' quality of experience (QoE). To this end, we …

Recommendation-enhanced wireless edge caching has been receiving increasing attention
due to its great potential in convincing users to request the cached contents by the means of …

Caching decisions by default seek to maximize some notion of social welfare: the content to
be cached is determined so that the maximum possible aggregate demand over all users …

In this paper, we explore the interplay between personalized bundle recommendation and
cache decision on the performance of wireless edge caching networks. A revenue …

Recent work has shown that the performance of caching systems can be boosted by the
delivery of alternative but related content. In this setup, recommendation systems are …

Content caching in mobile networks is a highly promising technology for reducing traffic load
latency and energy consumption levels. Its fundamental goal is to satisfy the supply-and …