Recent advances of resource allocation in network function virtualization

S Yang, F Li, S Trajanovski… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Network Function Virtualization (NFV) has been emerging as an appealing solution that
transforms complex network functions from dedicated hardware implementations to software …

Learning under concept drift for regression—a systematic literature review

M Lima, M Neto, T Silva Filho, RAA Fagundes - IEEE Access, 2022 - ieeexplore.ieee.org
Context: The amount and diversity of data have increased drastically in recent years.
However, in certain situations, the data to which a trained Machine Learning model is …

Service function chain placement in distributed scenarios: a systematic review

GL Santos, DF Bezerra, ES Rocha, L Ferreira… - Journal of Network and …, 2022 - Springer
The network function virtualization (NFV) paradigm is an emerging technology that provides
network flexibility by allowing the allocation of network functions over commodity hardware …

Optimal placement of virtual network functions in software defined networks: A survey

S Demirci, S Sagiroglu - Journal of Network and Computer Applications, 2019 - Elsevier
Abstract Software Defined Networking (SDN) and Network Function Virtualization (NFV) are
the latest promising technologies introduced with the goal of making networks more flexible …

Online service function chain deployment for live-streaming in virtualized content delivery networks: A deep reinforcement learning approach

JF Cevallos Moreno, R Sattler, RP Caulier Cisterna… - Future Internet, 2021 - mdpi.com
Video delivery is exploiting 5G networks to enable higher server consolidation and
deployment flexibility. Performance optimization is also a key target in such network …

Optimized virtual network function provisioning technique for mobile edge cloud computing

RS Ponmagal, S Karthick, B Dhiyanesh… - Journal of Ambient …, 2021 - Springer
In the cloud environment, network functions virtualization (NFV) means to diminish cost and
disentangle tasks of such system benefits through the virtualization advancements. To …

Adaptive service function chain scheduling in mobile edge computing via deep reinforcement learning

T Wang, J Zu, G Hu, D Peng - IEEE Access, 2020 - ieeexplore.ieee.org
MEC (Mobile Edge Computing) provides both IT service environment and cloud computation
on the edge of the network. This technology not only minimizes the end-to-end latency but …

An approach for service function chain reconfiguration in network function virtualization architectures

Y Liu, H Lu, X Li, D Zhao - IEEE Access, 2019 - ieeexplore.ieee.org
Network function virtualization (NFV) technology continues gaining attention as a paradigm
shift, and telecommunication services can be flexibly deployed and managed, resulting in …

EMCFIS: Evolutionary Multi-criteria Fuzzy Inference System for virtual network function placement and routing

SR Zahedi, S Jamali, P Bayat - Applied Soft Computing, 2022 - Elsevier
With the increasing demands for low-delay network services, mobile edge computing (MEC)
has emerged as an appealing solution to provide computing resources in close to the end …

Managing chains of application functions over multi-technology edge networks

N Akhtar, I Matta, A Raza, L Goratti… - … on Network and …, 2021 - ieeexplore.ieee.org
Next-generation networks are expected to provide higher data rates and ultra-low latency in
support of demanding applications, such as virtual and augmented reality, robots and …