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 content caching and recommendation in opportunistic mobile networks through deep reinforcement learning and broad learning
Edge caching has been a research hotspot of the Mobile Edge Computing (MEC) in recent
years, which is an effective way to ease the burden of traffic in cellular networks. It places …
years, which is an effective way to ease the burden of traffic in cellular networks. It places …
Replication: 20 Years of Inferring Interdomain Routing Policies
In 2003, Wang and Gao [67] presented an algorithm to infer and characterize routing
policies as this knowledge could be valuable in predicting and debugging routing paths …
policies as this knowledge could be valuable in predicting and debugging routing paths …
Joint user association and edge caching in multi-antenna small-cell networks
Caching popular contents at edge networks (such as small-cell base stations) has been
proposed to deal with the ever-growing mobile traffic. At the meantime, recommendation …
proposed to deal with the ever-growing mobile traffic. At the meantime, recommendation …
An approximation algorithm for joint caching and recommendations in cache networks
D Tsigkari, T Spyropoulos - IEEE Transactions on Network and …, 2022 - ieeexplore.ieee.org
Streaming platforms, like Netflix and YouTube, strive to offer high streaming quality (SQ), in
terms of bitrate, delays, etc., to their users. Meanwhile, a significant share of content …
terms of bitrate, delays, etc., to their users. Meanwhile, a significant share of content …
A Scalable Re-Ranking Optimization Approach for Real-Time Network-Friendly Recommendations
J Hou, J Lin, S Wang - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Network-friendly recommendation (NFR) has emerged as a promising method to enhance
network performance. However, current NFR methods incur significant computational …
network performance. However, current NFR methods incur significant computational …
Joint user-side recommendation and D2D-assisted offloading for cache-enabled cellular networks with mobility consideration
Caching at the wireless edge is recognized as a promising solution to accommodate the
explosive growth of traffic demand. However, the gain of edge caching is only pronounced …
explosive growth of traffic demand. However, the gain of edge caching is only pronounced …
Joint assortment and cache planning for practical user choice model in wireless content caching networks
In wireless content caching networks (WCCNs), a user's content consumption crucially
depends on the assortment offered. Here, the assortment refers to the recommendation list …
depends on the assortment offered. Here, the assortment refers to the recommendation list …
NOMA‐Aware Wireless Content Caching Networks
In this chapter, we investigate the latency minimization problem for cache‐enabled non‐
orthogonal multiple access (NOMA) networks with recommendation. Thereof, the …
orthogonal multiple access (NOMA) networks with recommendation. Thereof, the …
Optimal content caching and recommendation with age of information
Content caching at the network edge is an effective way of mitigating backhaul load and
improving user experience. Caching efficiency can be enhanced by content …
improving user experience. Caching efficiency can be enhanced by content …