NFV resource allocation: A systematic review and taxonomy of VNF forwarding graph embedding
Abstract The emergence of Network Functions Virtualisation (NFV) is drastically reshaping
the arrangement of network functions. Instead of being built on dedicated hardware (network …
the arrangement of network functions. Instead of being built on dedicated hardware (network …
Online service function chain deployment for live-streaming in virtualized content delivery networks: A deep reinforcement learning approach
Video delivery is exploiting 5G networks to enable higher server consolidation and
deployment flexibility. Performance optimization is also a key target in such network …
deployment flexibility. Performance optimization is also a key target in such network …
Reinforcement learning meets wireless networks: A layering perspective
Driven by the soaring traffic demand and the growing diversity of mobile services, wireless
networks are evolving to be increasingly dense and heterogeneous. Accordingly, in such …
networks are evolving to be increasingly dense and heterogeneous. Accordingly, in such …
Energy-efficient and interference-aware vnf placement with deep reinforcement learning
Y Mu, L Wang, J Zhao - 2021 IFIP Networking Conference (IFIP …, 2021 - ieeexplore.ieee.org
By decoupling network functions from the underlying dedicated hardware, network function
virtualization (NFV) has become a promising paradigm to reduce network operating …
virtualization (NFV) has become a promising paradigm to reduce network operating …
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 …
Availability-aware and energy-aware dynamic SFC placement using reinforcement learning
Software-defined networking and network functions virtualisation are making networks
programmable and consequently much more flexible and agile. To meet service-level …
programmable and consequently much more flexible and agile. To meet service-level …
Container placement and migration strategies for cloud, fog, and edge data centers: A survey
K Kaur, F Guillemin, F Sailhan - International Journal of …, 2022 - Wiley Online Library
The last decade has witnessed important development of network softwarization that has
revolutionized the practice of networks. Virtualized networks bring novel and specific …
revolutionized the practice of networks. Virtualized networks bring novel and specific …
Dependability of Network Services in the Context of NFV: A Taxonomy and State of the Art Classification
S Azadiabad, F Khendek - Journal of Network and Systems Management, 2024 - Springer
In the context of Network Function Virtualization (NFV), Network Services (NS) are realized
by interconnecting Virtual Network Functions (VNF) using Virtual Links (VL). Service …
by interconnecting Virtual Network Functions (VNF) using Virtual Links (VL). Service …
AI-based mobility-aware energy efficient resource allocation and trajectory design for NFV enabled aerial networks
M Pourghasemian, MR Abedi… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In this paper, we propose a novel joint intelligent trajectory design and resource allocation
algorithm based on users' mobility and their requested services for unmanned aerial …
algorithm based on users' mobility and their requested services for unmanned aerial …
A survey of VNF forwarding graph embedding in B5G/6G networks
With the development of heterogeneous network structure, dynamic user requests as well as
complex service types and applications scenarios, current networks may not accommodate …
complex service types and applications scenarios, current networks may not accommodate …