Reliability-aware service function chaining with function decomposition and multipath routing

L Qu, C Assi, MJ Khabbaz, Y Ye - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Network Function Virtualization (NFV) converts network functions executed by costly
middleboxes into instances of Virtual Network Functions (VNFs) hosted by industry-standard …

A network operator-biased approach for multi-service network function placement in a 5G network slicing architecture

SS Shinde, D Marabissi, D Tarchi - Computer Networks, 2021 - Elsevier
The 5G communication standard is characterized by an increased softwarization, allowing a
higher flexibility able to cope with different requirements and services. In particular, Network …

When network slicing meets prospect theory: A service provider revenue maximization framework

R Fantacci, B Picano - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
Recently, the network slicing technology has emerged enabling network operators to
provide dedicated virtual networks to customers, over a common network infrastructure. This …

5G network slicing: Fundamental concepts, architectures, algorithmics, projects practices, and open issues

F Debbabi, R Jmal… - … and Computation: Practice …, 2021 - Wiley Online Library
Network slicing (NS) presents the key enabler of cellular network improvements. It allows
enhancing the performance of diverse requirements supported for verticals industries. The …

[HTML][HTML] Network slicing for industrial IoT and industrial wireless sensor network: Deep federated learning approach and its implementation challenges

S Messaoud, S Bouaafia, A Bradai… - Emerging Trends in …, 2022 - intechopen.com
Abstract 5G networks are envisioned to support heterogeneous Industrial IoT (IIoT) and
Industrial Wireless Sensor Network (IWSN) applications with a multitude Quality of Service …

HELICON: Orchestrating low-latent & load-balanced Virtual Network Functions

M Bunyakitanon, X Vasilakos… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
HELICON is a novel hierarchical Reinforcement Learning (RL) approach for orchestrating
the dynamic placement of Virtual Network Functions (VNFs) in Cloud and Edge 5G …

Towards low-latent & load-balanced vnf placement with hierarchical reinforcement learning

X Vasilakos, M Bunyakitanon… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Current orchestration frameworks lack intelligence and handle resources by neglecting
service-level and system-wide performance. Towards addressing this gap, we propose a …

Joint VNF Decomposition and Migration for Cost-Efficient VNF Forwarding Graph Embedding

SN Afrasiabi, A Ebrahimzadeh… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Network Function Virtualization (NFV) enables the decoupling of network functions from
dedicated hardware to run them as software instances on commodity servers through …

Cost-Aware Topological Decomposition of Virtual Network Function Forwarding Graphs

A Azhdari, A Ebrahimzadeh… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
To realize a Network Service (NS) in a Network Function Virtualization (NFV) network, it is
needed to form an ordered set of connected Virtual Network Functions (VNFs), commonly …

Service Deployment Model on Shared Virtual Network Functions With Flow Partition

J Zhang, F He, E Oki - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Network operators can operate services in a flexible way with virtual network functions
thanks to the network function virtualization technology. Flow partition allows aggregated …