Machine Learning for Service Migration: A Survey

N Toumi, M Bagaa, A Ksentini - IEEE Communications Surveys …, 2023 - ieeexplore.ieee.org
Future communication networks are envisioned to satisfy increasingly granular and dynamic
requirements to accommodate the application and user demands. Indeed, novel immersive …

Network function virtualization-aware orchestrator for service function chaining placement in the cloud

H Hawilo, M Jammal, A Shami - IEEE Journal on Selected …, 2019 - ieeexplore.ieee.org
Network function virtualization (NFV) has been introduced by network service providers to
overcome various challenges that hinder them from satisfying the growing demand for …

Cost-aware dynamic SFC mapping and scheduling in SDN/NFV-enabled space–air–ground-integrated networks for Internet of Vehicles

J Li, W Shi, H Wu, S Zhang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Space–air–ground-integrated networks (SAGINs) are deemed as a promising solution to
support multifarious Internet of Vehicles (IoV) services with diversified Quality-of-Service …

Machine learning-driven service function chain placement and scaling in MEC-enabled 5G networks

T Subramanya, D Harutyunyan, R Riggio - Computer Networks, 2020 - Elsevier
Abstract 5G mobile network technology promises to deliver unprecedented ultra-low latency
and high data rates, paving the way for many novel applications and services. Network …

Time-sensitive mobile user association and SFC placement in MEC-enabled 5G networks

R Behravesh, D Harutyunyan… - … on Network and …, 2021 - ieeexplore.ieee.org
The ongoing roll-out of 5G networks paves the way for many fascinating applications such
as virtual reality (VR), augmented reality (AR), and autonomous driving. Moreover, 5G …

Towards delay-aware container-based service function chaining in fog computing

J Santos, T Wauters, B Volckaert… - NOMS 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Recently, the fifth-generation mobile network (5G) is getting significant attention.
Empowered by Network Function Virtualization (NFV), 5G networks aim to support diverse …

Latency-aware service function chain placement in 5G mobile networks

D Harutyunyan, N Shahriar, R Boutaba… - … IEEE Conference on …, 2019 - ieeexplore.ieee.org
The 5th generation mobile network (5G) is expected to support numerous services with
versatile quality of service (QoS) requirements such as high data rates and low end-to-end …

Dynamic service provisioning in the edge-cloud continuum with bounded resources

I Cohen, CF Chiasserini, P Giaccone… - … /ACM Transactions on …, 2023 - ieeexplore.ieee.org
We consider a hierarchical edge-cloud architecture in which services are provided to mobile
users as chains of virtual network functions. Each service has specific computation …

Latency and mobility–aware service function chain placement in 5G networks

D Harutyunyan, N Shahriar, R Boutaba… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
5G networks are expected to support numerous novel services and applications with
versatile quality of service (QoS) requirements such as high data rates and low end-to-end …

Softwarization, virtualization, and machine learning for intelligent and effective vehicle-to-everything communications

A Moubayed, A Shami - IEEE Intelligent Transportation Systems …, 2020 - ieeexplore.ieee.org
The concept of the 5G mobile network system has emerged in recent years as
telecommunication operators and service providers look to upgrade their infrastructure and …