Combining federated learning and edge computing toward ubiquitous intelligence in 6G network: Challenges, recent advances, and future directions

Q Duan, J Huang, S Hu, R Deng… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Full leverage of the huge volume of data generated on a large number of user devices for
providing intelligent services in the 6G network calls for Ubiquitous Intelligence (UI). A key to …

A comprehensive survey of network function virtualization

B Yi, X Wang, K Li, M Huang - Computer Networks, 2018 - Elsevier
Today's networks are filled with a massive and ever-growing variety of network functions that
coupled with proprietary devices, which leads to network ossification and difficulty in network …

On mobile edge caching

J Yao, T Han, N Ansari - IEEE Communications Surveys & …, 2019 - ieeexplore.ieee.org
With the widespread adoption of various mobile applications, the amount of traffic in wireless
networks is growing at an exponential rate, which exerts a great burden on mobile core …

Recent advances of resource allocation in network function virtualization

S Yang, F Li, S Trajanovski… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Network Function Virtualization (NFV) has been emerging as an appealing solution that
transforms complex network functions from dedicated hardware implementations to software …

A comprehensive survey of load balancing techniques in software-defined network

M Hamdan, E Hassan, A Abdelaziz, A Elhigazi… - Journal of Network and …, 2021 - Elsevier
A software-defined network (SDN) separates the network control plane from the data
forwarding plane. SDN has shown significant benefits in many ways compared to …

Toward software-defined networking-based IoT frameworks: A systematic literature review, taxonomy, open challenges and prospects

S Siddiqui, S Hameed, SA Shah, I Ahmad… - IEEE …, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) is characterized as one of the leading actors for the next evolutionary
stage in the computing world. IoT-based applications have already produced a plethora of …

A survey on software defined networking with multiple controllers

Y Zhang, L Cui, W Wang, Y Zhang - Journal of Network and Computer …, 2018 - Elsevier
Compared with traditional network, Software Defined Networking (SDN) decouples control
plane and data plane, providing programmability to configure the network. In spite of such …

SDN security review: Threat taxonomy, implications, and open challenges

M Rahouti, K **ong, Y **n… - IEEE …, 2022 - ieeexplore.ieee.org
Software-Defined networking (SDN) is a networking paradigm to enable dynamic, flexible,
and programmatically efficient configuration of networks to revolutionize network control and …

Leveraging deep reinforcement learning for traffic engineering: A survey

Y **ao, J Liu, J Wu, N Ansari - IEEE Communications Surveys & …, 2021 - ieeexplore.ieee.org
After decades of unprecedented development, modern networks have evolved far beyond
expectations in terms of scale and complexity. In many cases, traditional traffic engineering …

A review on Virtualized Infrastructure Managers with management and orchestration features in NFV architecture

K Kaur, V Mangat, K Kumar - Computer Networks, 2022 - Elsevier
Abstract Nowadays, Network Function Virtualization (NFV) is a growing and powerful
technology in the research community and IT world. Traditional computer networks consist of …