Federated multi-discriminator BiWGAN-GP based collaborative anomaly detection for virtualized network slicing

W Wang, C Liang, L Tang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Virtualized network slicing allows a multitude of logical networks to be created on a common
substrate infrastructure to support diverse services. A virtualized network slice is a logical …

A Nested Decomposition Model for Reliable NFV 5G Network Slicing

B Jaumard, QH Duong - IEEE Transactions on Network and …, 2023 - ieeexplore.ieee.org
With the 5th generation of mobile networking (5G) on our doorstep, optical network
operators are reorganizing their network infrastructure to deploy different topologies (virtual …

Oneshot Deep Reinforcement Learning Approach to Network Slicing for Autonomous IoT Systems

AKCS Boni, H Hassan, K Drira - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
With the emergence of the Internet of Things (IoT) services, meeting multiple and diverse
Quality of Service (QoS) requirements in networks has become a crucial issue. In the new …

Distributed network slicing management using blockchains in E-health environments

JPB Goncalves, HC de Resende, RS Villaca… - Mobile Networks and …, 2021 - Springer
The new 5G networks must face the challenge to fulfill multiple requirements in different use
cases, applications and verticals. These networks are designed to provide strict Quality of …

SliceNetVSwitch: Definition, Design and Implementation of 5G Multi-Tenant Network Slicing in Software Data Paths

A Matencio-Escolar, Q Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Network slicing is a primary Fifth-Generation (5G) mobile networking technology to create
virtualised and softwarised logical networks for various vertical businesses with diverging …

Multi-SP Network Slicing Parallel Relieving Edge Network Conflict

R Han, D Chen, S Guo, J Wang, Q Qi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Network slicing is rapidly prevailing in the edge network, which provides computing,
network, and storage resources for various services. When the multiple service providers …

Deep reinforcement learning for end-to-end network slicing: Challenges and solutions

Q Liu, N Choi, T Han - IEEE Network, 2022 - ieeexplore.ieee.org
5G and beyond is expected to enable various emerging use cases with diverse performance
requirements from vertical industries. To serve these use cases cost-effectively, network …

Reinforcement learning based VNF scheduling with end-to-end delay guarantee

J Li, W Shi, N Zhang, XS Shen - 2019 IEEE/CIC International …, 2019 - ieeexplore.ieee.org
Network slicing has been recognized as a promising technology to achieve service
customization for supporting various applications in fifth-generation (5G) networks. As one of …

AI-based resource allocation in end-to-end network slicing under demand and CSI uncertainties

A Gharehgoli, A Nouruzi, N Mokari… - … on Network and …, 2023 - ieeexplore.ieee.org
Network slicing (NwS) is one of the main technologies in the fifth-generation of mobile
communication and beyond (5G+). One of the important challenges in the NwS is …

Providing a sliced, secure, and isolated software infrastructure of virtual functions through blockchain technology

GAF Rebello, GF Camilo, LGC Silva… - 2019 IEEE 20th …, 2019 - ieeexplore.ieee.org
Network slicing, network function virtualization (NFV), and software defined network (SDN)
technologies provide agile on-demand end-to-end services. The identification of a faulty …