Learning-based content caching and sharing for wireless networks

J Song, M Sheng, TQS Quek, C Xu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… on content caching and content sharing. We define the caching reward as the gain of content
caching minus the cost of sharing content among BSs and fetching content from the content

Hybrid content caching in 5G wireless networks: Cloud versus edge caching

J Kwak, Y Kim, LB Le, S Chong - … Transactions on Wireless …, 2018 - ieeexplore.ieee.org
… and edge-centric caching. In this paper, we propose a hybrid content caching design that
does not require the knowledge of content popularity. Specifically, our design optimizes the …

Content caching and delivery over heterogeneous wireless networks

J Hachem, N Karamchandani… - 2015 IEEE conference …, 2015 - ieeexplore.ieee.org
caching scheme for non-uniform content popularity that dynamically allocates user access
to APs based on requested content. … of coded caching, it suffices to divide the content into a …

Caching in wireless networks

U Niesen, D Shah, GW Wornell - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Content may change prior to final publication. … cached in a wireless network of n nodes
randomly located on a … of characterizing achievable rates with caching in large wireless networks. …

Wireless content caching for small cell and D2D networks

M Gregori, J Gómez-Vilardebó… - IEEE Journal on …, 2016 - ieeexplore.ieee.org
… These works assume that the cache is solely used to pre-download content for a single user;
thus, content is removed from the cache as soon as it is consumed by the user, ignoring any …

Mobility-aware caching for content-centric wireless networks: Modeling and methodology

R Wang, X Peng, J Zhang… - IEEE Communications …, 2016 - ieeexplore.ieee.org
… communications to content-centric communications, content-centric wireless networking …
to evolve the current network architecture. Caching popular content at the wireless edge, includ…

Content caching and delivery in wireless radio access networks

M Tao, D Gündüz, F Xu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… edge can alleviate network congestion and reduce content … of caching and delivery techniques
in wireless radio access … a RAN with wireless fronthaul, we consider decentralized cache

Context-aware proactive content caching with service differentiation in wireless networks

S Müller, O Atan, M Van Der Schaar… - … on Wireless …, 2016 - ieeexplore.ieee.org
… sophisticated cache replacement algorithms by learning content popularity trends [33], [34].
In this paper, however, we focus on cache content placement for wireless caching problems …

Joint user association, content caching and recommendations in wireless edge networks

LE Chatzieleftheriou, G Darzanos… - ACM SIGMETRICS …, 2019 - dl.acm.org
… of content demand, the wireless networking community has been looking into the deployment
of caches at … ’ demand and storing content accordingly at SBS co-located caches, we could …

Deep reinforcement learning-based edge caching in wireless networks

C Zhong, MC Gursoy… - … and Networking, 2020 - ieeexplore.ieee.org
… into caching policies. In this context, we study content caching at the wireless network edge
… based policies for both centralized and decentralized content caching. For centralized edge …