Applying machine learning techniques for caching in next-generation edge networks: A comprehensive survey
Edge networking is a complex and dynamic computing paradigm that aims to push cloud re-
sources closer to the end user improving responsiveness and reducing backhaul traffic …
sources closer to the end user improving responsiveness and reducing backhaul traffic …
A survey of caching techniques in cellular networks: Research issues and challenges in content placement and delivery strategies
Mobile data traffic is currently growing exponentially and these rapid increases have caused
the backhaul data rate requirements to become the major bottleneck to reducing costs and …
the backhaul data rate requirements to become the major bottleneck to reducing costs and …
Proactive content caching by exploiting transfer learning for mobile edge computing
To address the vast multimedia traffic volume and requirements of user quality of experience
in the next‐generation mobile communication system (5G), it is imperative to develop …
in the next‐generation mobile communication system (5G), it is imperative to develop …
Softwarization and virtualization in 5G mobile networks: Benefits, trends and challenges
M Condoluci, T Mahmoodi - Computer Networks, 2018 - Elsevier
The promise behind the effective deployment of 5G networks is an architecture able to
provide flexibility, reconfigurability and programmability in order to support, with fine …
provide flexibility, reconfigurability and programmability in order to support, with fine …
Collaborative multi-tier caching in heterogeneous networks: Modeling, analysis, and design
To deal with the explosive growth in multimedia service requests in mobile networks,
caching contents at the cells (base stations) is regarded as an effective emerging technique …
caching contents at the cells (base stations) is regarded as an effective emerging technique …
Information-centric mobile caching network frameworks and caching optimization: a survey
H Jin, D Xu, C Zhao, D Liang - EURASIP Journal on Wireless …, 2017 - Springer
The demand for content oriented service and compute-intensive service stimulates the shift
of current cellular networks to deal with the explosive growth in mobile traffic. Information …
of current cellular networks to deal with the explosive growth in mobile traffic. Information …
[HTML][HTML] Cache-it: A distributed architecture for proactive edge caching in heterogeneous iot scenarios
Abstract The Cloud-to-Things (C2T) continuum combines the proximity of edge infrastructure
to the devices with cloud resources to optimize data processing and response time in the …
to the devices with cloud resources to optimize data processing and response time in the …
CaaS: Caching as a service for 5G networks
In recent years, demands for rich multimedia services over mobile networks have been
soaring at a tremendous pace. Traditional dedicated networking equipment may not be able …
soaring at a tremendous pace. Traditional dedicated networking equipment may not be able …
Weighted network traffic offloading in cache-enabled heterogeneous networks
Due to explosive demands of multimedia services from mobile users, the growing network
traffic load becomes a severe challenge for mobile network operators (MNOs). To address …
traffic load becomes a severe challenge for mobile network operators (MNOs). To address …
Mobility-based proactive cache and transmission strategy in millimeter wave heterogeneous networks
F Yin, Z Zhang, D Liu, P Li, M Zeng - IEEE Systems Journal, 2022 - ieeexplore.ieee.org
Millimeter wave (mmWave) frequencies with rich bandwidth can greatly alleviate the surging
traffic demand of wireless communication from mobile video streaming. However, the harsh …
traffic demand of wireless communication from mobile video streaming. However, the harsh …