A review on Virtualized Infrastructure Managers with management and orchestration features in NFV architecture
Abstract Nowadays, Network Function Virtualization (NFV) is a growing and powerful
technology in the research community and IT world. Traditional computer networks consist of …
technology in the research community and IT world. Traditional computer networks consist of …
Survey on placement methods in the edge and beyond
Edge computing is a (r) evolutionary extension of traditional cloud computing. It expands
central cloud infrastructure with execution environments close to the users in terms of …
central cloud infrastructure with execution environments close to the users in terms of …
Vnf and cnf placement in 5g: Recent advances and future trends
With the growing demand for openness, scalability, and granularity, mobile network function
virtualization (NFV) has emerged as a key enabler for the most of mobile network operators …
virtualization (NFV) has emerged as a key enabler for the most of mobile network operators …
Applications of machine learning in resource management for RAN-slicing in 5G and beyond networks: A survey
One of the key foundations of 5th Generation (5G) and beyond 5G (B5G) networks is
network slicing, in which the network is partitioned into several separated logical networks …
network slicing, in which the network is partitioned into several separated logical networks …
Leveraging deep reinforcement learning with attention mechanism for virtual network function placement and routing
The efficacy of Network Function Virtualization (NFV) depends critically on (1) where the
virtual network functions (VNFs) are placed and (2) how the traffic is routed. Unfortunately …
virtual network functions (VNFs) are placed and (2) how the traffic is routed. Unfortunately …
SEM-O-RAN: Semantic and flexible O-RAN slicing for NextG edge-assisted mobile systems
5G and beyond cellular networks (NextG) will support the continuous execution of resource-
expensive edge-assisted deep learning (DL) tasks. To this end, Radio Access Network …
expensive edge-assisted deep learning (DL) tasks. To this end, Radio Access Network …
Flexible RAN Slicing in Open RAN With Constrained Multi-Agent Reinforcement Learning
M Zangooei, M Golkarifard, M Rouili… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Network slicing enables the provision of customized services in next-generation mobile
networks. Accordingly, the network is divided into logically isolated networks that share …
networks. Accordingly, the network is divided into logically isolated networks that share …
Efficient instance reuse approach for service function chain placement in mobile edge computing
The combination of mobile edge computing and network function virtualization has led to the
emergence of Virtualized Network Function (VNF) in a broader range of application …
emergence of Virtualized Network Function (VNF) in a broader range of application …
OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities
The continued growth of both mobile broadband and fixed broadband subscriptions as well
as the added deployment of Internet of Things devices has led to making 5G networks a …
as the added deployment of Internet of Things devices has led to making 5G networks a …
A-DDPG: Attention mechanism-based deep reinforcement learning for NFV
The efficacy of Network Function Virtualization (NFV) depends critically on (1) where the
virtual network functions (VNFs) are placed and (2) how the traffic is routed. Unfortunately …
virtual network functions (VNFs) are placed and (2) how the traffic is routed. Unfortunately …