Survey on machine learning for traffic-driven service provisioning in optical networks

T Panayiotou, M Michalopoulou… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The unprecedented growth of the global Internet traffic, coupled with the large spatio-
temporal fluctuations that create, to some extent, predictable tidal traffic conditions, are …

Machine learning empowered computer networks

T Cerquitelli, M Meo, M Curado, L Skorin-Kapov… - Computer …, 2023 - Elsevier
This special issue explores how emerging machine learning (ML) and artificial intelligence
(AI) algorithms can help computer networks become smarter. The final goal is to disseminate …

An in-depth survey on virtualization technologies in 6g integrated terrestrial and non-terrestrial networks

S Ammar, CP Lau, B Shihada - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
6G networks are envisioned to deliver a large diversity of applications and meet stringent
Quality of Service (QoS) requirements. Hence, integrated Terrestrial and Non-Terrestrial …

Efficient service reconfiguration with partial virtual network function migration

D Liu, Z Zhou, D Zhang, K Guo, Y Wu, C Wu - Computer Networks, 2024 - Elsevier
Abstract Network Function Virtualization (NFV) decouples network functions from dedicated
hardware devices into Virtual Network Functions (VNFs). These VNFs are chained in order …

Revenue maximizing online service function chain deployment in multi-tier computing network

H Liu, S Long, Z Li, Y Fu, Y Zuo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-tier computing (MC) is a promising architecture that integrates cloud computing, fog
computing, and edge computing to provide users with a consistent experience of computing …

Markov Blanket Composition of SLOs

B Sedlak, VC Pujol, PK Donta… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Smart environments use composable microservices pipelines to process Internet of Things
(IoT) data, where each service is dependent on the outcome of its predecessor. To ensure …

ALCoD: An Adaptive Load-Aware Approach to Load Balancing for Containers in IoT Edge Computing

D Jiang, B Zhu, X Liu, S Mumtaz - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Container technologies promise efficient deployment of distributed services, but their
potential is hampered by suboptimal resource utilization and network congestion stemming …

NEST: Optimal deploying DAG-SFCs to maximize the flows wholly served in the network edge

X Lin, C Liu, L Luo, D Guo, M Xu - Computer Networks, 2023 - Elsevier
Compared with the dedicated hardware-based middle-boxes, Network Function
Virtualization (NFV) makes network services more flexible, scalable, and cost-efficient by …

End to end delay aware service function chain scheduling in network function virtualization enabled networks

S Dubba, BR Killi - Peer-to-Peer Networking and Applications, 2024 - Springer
Network function virtualization is a key enabling technology for the customization of network
services in next-generation networks to support diverse applications. Most enterprise and …

On Efficient VNF-FG Design in IoT Networks

C Ren, J Zhang, Y Wang, Y Li - IEEE Transactions on Network …, 2024 - ieeexplore.ieee.org
In recent times, it has been witnessed that an increasing number of Internet connected
devices impose an huge challenge on Internet of Thing (IoT) networks, which provides …