Dynamic service caching in mobile edge networks

Q Xie, Q Wang, N Yu, H Huang… - 2018 IEEE 15th …, 2018 - ieeexplore.ieee.org
service switching when the users’ service requests always change. In this paper, we study
the dynamic service caching (DSC) problem in mobile edge networks. … as considering service

Content caching-enhanced computation offloading in mobile edge service networks

Y Dong, S Guo, Q Wang, S Yu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Since the SBS supports computation offloading services and content caching services of …
Yang, “Energy-efficient fair cooperation fog computing in mobile edge networks for smart city…

Cooperative service caching and workload scheduling in mobile edge computing

X Ma, A Zhou, S Zhang, S Wang - IEEE INFOCOM 2020-IEEE …, 2020 - ieeexplore.ieee.org
… absence of edge cooperation. To address this issue, we consider cooperation among edge
nodes and investigate cooperative service caching and workload scheduling in mobile edge

Applying machine learning techniques for caching in next-generation edge networks: A comprehensive survey

J Shuja, K Bilal, W Alasmary, H Sinky… - Journal of Network and …, 2021 - Elsevier
… about the state of the network. These applications of … an edge network. This article investigates
the application of machine learning techniques for in-network caching in edge networks. …

Joint service caching and task offloading for mobile edge computing in dense networks

J Xu, L Chen, P Zhou - IEEE INFOCOM 2018-IEEE Conference …, 2018 - ieeexplore.ieee.org
… (2) To solve this problem, we develop a novel online algorithm, called OREO (Online
seRvice caching for mobile Edge cOmputing), to perform stochastic service caching in an online …

Applying machine learning techniques for caching in edge networks: A comprehensive survey

J Shuja, K Bilal, W Alasmary, H Sinky… - arXiv preprint arXiv …, 2020 - arxiv.org
… about the state of the network. These applications of … an edge network. This article investigates
the application of machine learning techniques for in-network caching in edge networks. …

Near-optimal and collaborative service caching in mobile edge clouds

Z Xu, L Zhou, SCK Chau, W Liang, H Dai… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
network. In this paper, we study the problem of service caching in an MEC network under a
service … Jia, “Dynamic service caching in mobile edge networks,” in Proc. IEEE 15th Int. Conf. …

A survey on mobile edge networks: Convergence of computing, caching and communications

S Wang, X Zhang, Y Zhang, L Wang, J Yang… - Ieee …, 2017 - ieeexplore.ieee.org
… on mobile edge networks. We first give an overview of mobile edge networks including
definition… on computing, caching and communication techniques at the network edge is presented …

PA-cache: Evolving learning-based popularity-aware content caching in edge networks

Q Fan, X Li, J Li, Q He, K Wang… - … on Network and Service …, 2021 - ieeexplore.ieee.org
… SYSTEM OVERVIEW In this section, we firstly introduce the cache node structure in the
considered edge network. Then, we describe the main operations of the edge node. …

Multi-agent reinforcement learning based cooperative content caching for mobile edge networks

W Jiang, G Feng, S Qin, Y Liu - IEEE Access, 2019 - ieeexplore.ieee.org
caching techniques to mobile networks, since content caching mechanism in mobile networks
… In mobile networks, the network resources (eg, computation capacity, bandwidth capacity, …