Results 31 to 40 of about 330,823 (217)
Caching Improvement Using Adaptive User Clustering [PDF]
, 2016 In this article we explore one of the most promising technologies for 5G wireless networks using an underlay small cell network, namely proactive caching.
Assaad, Mohamad, Hajri, Salah Eddine
core +4 more sources
A Survey of Deep Learning for Data Caching in Edge Network
Informatics, 2020 The concept of edge caching provision in emerging 5G and beyond mobile networks is a promising method to deal both with the traffic congestion problem in the core network, as well as reducing latency to access popular content.
Yantong Wang, Vasilis Friderikos
doaj +1 more source
Learning a Hybrid Proactive and Reactive Caching Policy in Wireless Edge Under Dynamic Popularity
IEEE Access, 2019 Caching at wireless edge is a promising way to satisfy the explosively increasing mobile data demands, if future content popularity is known in advance.
Kaiqiang Qi +2 more
doaj +1 more source
Joint optimization of recommendation and caching based on user preference prediction
IET Communications, 2023 The development of the Internet of things brings exponential growth of wireless traffic, which puts great pressure on the backhaul link. The proactive caching of some contents in the edge device of mobile network can effectively reduce the repeated ...
Xiaoqi Chen, Qi Zhu, Yu Hua
doaj +1 more source
Big Data Caching for Networking: Moving from Cloud to Edge [PDF]
, 2016 In order to cope with the relentless data tsunami in $5G$ wireless networks, current approaches such as acquiring new spectrum, deploying more base stations (BSs) and increasing nodes in mobile packet core networks are becoming ineffective in terms of ...
Baştuğ, Ejder +6 more
core +2 more sources
Optimal VNF Chains Management for Proactive Caching [PDF]
IEEE Transactions on Wireless Communications, 2018 Notwithstanding the significant attention that network function virtualization architectures received over the last few years, little attention has been placed on cases where proactive caching is considered within a service chain. Caching algorithms have been developed independently from virtual network function (VNF) chaining schemes, and as we ...
Gao Zheng +2 more
openaire +4 more sources
Deep Learning Based Proactive Caching for Effective WSN-Enabled Vision Applications
Complexity, 2019 Wireless Sensor Networks (WSNs) have a wide range of applications scenarios in computer vision, from pedestrian detection to robotic visual navigation. In response to the growing visual data services in WSNs, we propose a proactive caching strategy based
Fangyuan Lei +3 more
doaj +1 more source
Many-to-Many Matching Games for Proactive Social-Caching in Wireless Small Cell Networks [PDF]
, 2014 In this paper, we address the caching problem in small cell networks from a game theoretic point of view. In particular, we formulate the caching problem as a many-to-many matching game between small base stations and service providers' servers.
Debbah, Mérouane +2 more
core +3 more sources
A Transfer Learning Approach for Cache-Enabled Wireless Networks [PDF]
, 2015 Locally caching contents at the network edge constitutes one of the most disruptive approaches in $5$G wireless networks. Reaping the benefits of edge caching hinges on solving a myriad of challenges such as how, what and when to strategically cache ...
Baştuğ, Ejder +2 more
core +2 more sources
Just-in-time proactive caching for DASH video streaming [PDF]
2018 17th Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net), 2018 —Since video traffic has become the major source of generated mobile traffic worldwide, there has been a strong interest in new techniques to improve the Quality of Experience (QoE) of users generating this traffic. Several efforts have been made to propose adaptive streaming algorithms on the client side to be able to adjust the quality of the ...
Coutinho, Rita +3 more
openaire +3 more sources