Optimizing resource allocation for virtualized network functions in a cloud center using genetic algorithms

W Rankothge, F Le, A Russo… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With the introduction of network function virtualization technology, migrating entire enterprise
data centers into the cloud has become a possibility. However, for a cloud service provider …

NFV data centers: A systematic review

R Souza, K Dias, S Fernandes - IEEE Access, 2020 - ieeexplore.ieee.org
Recently, the widespread use of Network Function Virtualization (NFV) has meant a
significant shift in communication and network cloud-based services. NFV increases network …

Application of an innovative convolutional/LSTM neural network for computing resource allocation in NFV network architectures

V Eramo, T Catena - IEEE Transactions on Network and …, 2022 - ieeexplore.ieee.org
An innovative resource allocation framework for virtualized network environments and
based on the application of Artificial Intelligence techniques is proposed and investigated. It …

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 …

Virtual network function allocation in service function chains using backups with availability schedule

R Kang, F He, E Oki - IEEE Transactions on Network and …, 2021 - ieeexplore.ieee.org
A suitable virtual network function (VNF) placement considering a node availability schedule
extends service continuous serviceable time by suppressing service interruptions caused by …

Towards smart farming: accurate prediction of paddy harvest and rice demand

MRS Muthusinghe, ST Palliyaguru… - 2018 IEEE Region …, 2018 - ieeexplore.ieee.org
Rice is the predominant staple food in Asian countries. It has a major impact on the social
and economic development of these countries. Therefore, it is very important to keep the …

Evolvable virtual network function placement method: Mechanism and performance evaluation

M Otokura, K Leibnitz, Y Koizumi… - … on Network and …, 2019 - ieeexplore.ieee.org
In network functions virtualization (NFV), network functions are operated in software as
virtual network functions (VNFs) instead of dedicated hardware. The most important issues …

Service chain provisioning with sub-chain-enabled coordinated protection to satisfy availability requirements

Y Zhang, F He, E Oki - IEEE Transactions on Network and …, 2021 - ieeexplore.ieee.org
This paper proposes a sub-chain-enabled coordinated protection model for the availability-
guaranteed service function chain (SFC) provisioning, which considers the availability of …

Adaptive placement & chaining of virtual network functions with NFV-PEAR

G Miotto, MC Luizelli, WLC Cordeiro… - Journal of Internet …, 2019 - Springer
The design of flexible and efficient mechanisms for proper placement and chaining of virtual
network functions (VNFs) is key for the success of Network Function Virtualization (NFV) …

An overview of a load balancer architecture for vnf chains horizontal scaling

J Ma, W Rankothge, C Makaya… - … on Network and …, 2018 - ieeexplore.ieee.org
We present an architectural design and a reference implementation for horizontal scaling of
virtual network function chains. Our solution does not require any changes to network …