A survey on the placement of virtual network functions
The dependence of traditional network functions (NFs) on special hardware results in high
capital expenditures (CAPEX) and operating expenditures (OPEX). Network Function …
capital expenditures (CAPEX) and operating expenditures (OPEX). Network Function …
Optimal VNF placement via deep reinforcement learning in SDN/NFV-enabled networks
The emerging paradigm-Software-Defined Networking (SDN) and Network Function
Virtualization (NFV)-makes it feasible and scalable to run Virtual Network Functions (VNFs) …
Virtualization (NFV)-makes it feasible and scalable to run Virtual Network Functions (VNFs) …
A service-oriented deployment policy of end-to-end network slicing based on complex network theory
For fifth-generation wireless communication systems, network slicing has emerged as a key
concept to meet the diverse requirements of various use cases. By slicing an infrastructure …
concept to meet the diverse requirements of various use cases. By slicing an infrastructure …
An end-to-end network slicing algorithm based on deep Q-learning for 5G network
T Li, X Zhu, X Liu - IEEE Access, 2020 - ieeexplore.ieee.org
As one of key technologies of the fifth-generation (5G) communication system, network
slicing can share the underlying infrastructure with different application requirements and …
slicing can share the underlying infrastructure with different application requirements and …
EdgeGYM: a reinforcement learning environment for constraint-aware NFV resource allocation
Optimizing resource allocation in Network Functions Virtualization (NFV) deployment
remains a challenging problem due to the complex interactions between network functions …
remains a challenging problem due to the complex interactions between network functions …
Joint optimization of service function chaining and resource allocation in network function virtualization
Network function virtualization (NFV) has already been a new paradigm for network
architectures. By migrating NFs from dedicated hardware to virtualization platform, NFV can …
architectures. By migrating NFs from dedicated hardware to virtualization platform, NFV can …
Low-latency and resource-efficient service function chaining orchestration in network function virtualization
Recently, network function virtualization (NFV) has been proposed to solve the dilemma
faced by traditional networks and to improve network performance through hardware and …
faced by traditional networks and to improve network performance through hardware and …
Distributed resource allocation optimization in 5G virtualized networks
H Halabian - IEEE Journal on Selected Areas in …, 2019 - ieeexplore.ieee.org
The concepts of network function virtualization and end-to-end network slicing are the two
promising technologies empowering 5G networks for efficient and dynamic network/service …
promising technologies empowering 5G networks for efficient and dynamic network/service …
Virtual network function placement in satellite edge computing with a potential game approach
Satellite networks, as a supplement to terrestrial networks, can provide effective computing
services for Internet of Things (IoT) users in remote areas. Due to the resource limitation of …
services for Internet of Things (IoT) users in remote areas. Due to the resource limitation of …
Optimal resource allocation in sdn/nfv-enabled networks via deep reinforcement learning
Software-Defined Networking (SDN) and Network Functions Virtualization (NFV) are two
emerging paradigms that enable the feasible and scalable deployment of Virtual Network …
emerging paradigms that enable the feasible and scalable deployment of Virtual Network …