A $Q$ -Learning-Based Proactive Caching Strategy for Non-Safety Related Services in Vehicular Networks
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2018.2883762
Abstract: Content caching has brought huge potential for the provisioning of non-safety related infotainment services in future vehicular networks. Assisted by multiaccess edge computing, roadside units (RSUs) could become cache-capable and offer fast caching services to… read more here.
Keywords: non safety; strategy; safety related; vehicular networks ... See more keywords
Cooperation-Based Probabilistic Caching Strategy in Clustered Cellular Networks
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2017.2717398
Abstract: This letter will discuss the probabilistic caching strategies in spatially clustered cellular networks. Thanks to the content preference of mobile users, proactive caching can be adopted as a promising technique to diminish the backhaul traffic… read more here.
Keywords: cooperation based; clustered cellular; cellular networks; based probabilistic ... See more keywords
Proactive Content Caching Based on Actor–Critic Reinforcement Learning for Mobile Edge Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Cognitive Communications and Networking"
DOI: 10.1109/tccn.2021.3130995
Abstract: Mobile edge caching/computing (MEC) has emerged as a promising approach for addressing the drastic increasing mobile data traffic by bringing high caching and computing capabilities to the edge of networks. Under MEC architecture, content providers… read more here.
Keywords: mobile edge; edge networks; critic reinforcement; caching ... See more keywords
Index Coding Algorithms: Cooperative Caching and Delivery for F-RANs
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3194976
Abstract: In a Fog Radio Access Network (F-RAN), fog access points (F-APs) are equipped with caches that can store popular files during off-peak hours. Besides, they are densely deployed to have overlapping radio coverage so that… read more here.
Keywords: index coding; coding algorithms; cooperative caching; caching ... See more keywords
UAV Assisted Cooperative Caching on Network Edge Using Multi-Agent Actor-Critic Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3209079
Abstract: In recent times, caching at edge nodes is a well-known technique to overcome the limitation of strict latency, which simultaneously improves users' Quality of Experience (QoE). However, choosing an appropriate caching policy and content placement… read more here.
Keywords: reinforcement learning; cooperative caching; caching; edge ... See more keywords