FH-ACO: Fuzzy heuristic-based ant colony optimization for joint virtual network function placement and routing

M Shokouhifar - Applied Soft Computing, 2021 - Elsevier
Network function virtualization (NFV) is a new networking paradigm, which replaces the
specific-purpose hardware appliances with software virtualization to perform network …

Multi-objective virtual network function placement using NSGA-II meta-heuristic approach

S Tavakoli-Someh, MH Rezvani - The Journal of Supercomputing, 2019 - Springer
Network function virtualization has facilitated network service development through the
integration of network functions (NFs) such as firewalls, deep packet inspection, load …

A survey on the placement of virtual network functions

J Sun, Y Zhang, F Liu, H Wang, X Xu, Y Li - Journal of Network and …, 2022 - Elsevier
The dependence of traditional network functions (NFs) on special hardware results in high
capital expenditures (CAPEX) and operating expenditures (OPEX). Network Function …

A multi-objective heuristic for the optimization of virtual network function chain placement

S Lange, A Grigorjew, T Zinner… - … Congress (ITC 29), 2017 - ieeexplore.ieee.org
The Network Functions Virtualization (NFV) paradigm offers network operators benefits in
terms of cost efficiency, vendor independence, as well as flexibility and scalability. However …

An integer encoding grey wolf optimizer for virtual network function placement

H Xing, X Zhou, X Wang, S Luo, P Dai, K Li… - Applied Soft Computing, 2019 - Elsevier
This paper studies the virtual network function placement (VNF-P) problem in the context of
network function virtualization (NFV), where the end-to-end delay of a requested service …

Virtualized network functions chaining and routing algorithms

S Khebbache, M Hadji, D Zeghlache - Computer Networks, 2017 - Elsevier
We focus on the placement of Virtualized Network Functions (VNFs) chains in the Network
Function Virtualization (NFV) context where NFV Infrastructures (NFVIs) are used to host the …

A multi-objective non-dominated sorting genetic algorithm for VNF chains placement

S Khebbache, M Hadji… - 2018 15th IEEE Annual …, 2018 - ieeexplore.ieee.org
We propose a meta-heuristic based on the Non-dominated Sorting Genetic Algorithm II
(NSGA-II) to address the NP-Hard service function chain placement problem. This work …

Combining deep reinforcement learning with graph neural networks for optimal VNF placement

P Sun, J Lan, J Li, Z Guo, Y Hu - IEEE Communications Letters, 2020 - ieeexplore.ieee.org
Network Function Virtualization (NFV) technology utilizes software to implement network
function as virtual instances, which reduces the cost on various middlebox hardware. A …

Virtual network function placement and resource optimization in NFV and edge computing enabled networks

D Li, P Hong, K Xue, J Pei - Computer Networks, 2019 - Elsevier
Network function virtualization (NFV) and edge computing (EC) are two promising and
innovative technologies to accelerate 5G networks. However, placing the service function …

Towards an efficient VNF placement in network function virtualization

D Qi, S Shen, G Wang - Computer Communications, 2019 - Elsevier
Abstract Network Function Virtualization (NFV) decouples network function (also called
middlebox function) software from specified appliances onto general shared servers. Thus, it …