[HTML][HTML] A survey on IoT-edge-cloud continuum systems: status, challenges, use cases, and open issues

P Gkonis, A Giannopoulos, P Trakadas, X Masip-Bruin… - Future Internet, 2023 - mdpi.com
The rapid growth in the number of interconnected devices on the Internet (referred to as the
Internet of Things—IoT), along with the huge volume of data that are exchanged and …

Deep multi-agent reinforcement learning with minimal cross-agent communication for sfc partitioning

A Pentelas, D De Vleeschauwer, CY Chang… - IEEE …, 2023 - ieeexplore.ieee.org
Network Function Virtualization (NFV) decouples network functions from the underlying
specialized devices, enabling network processing with higher flexibility and resource …

Slice-based service function chain embedding for end-to-end network slice deployment

H Li, Z Kong, Y Chen, L Wang, Z Lu… - … on Network and …, 2023 - ieeexplore.ieee.org
This paper investigates the slice-based service function chain embedding (SBSFCE)
problem, which is to embed the service function chains (SFCs) of flows from different slices …

On the game-theoretic analysis of dynamic VNF service chaining in edge-cloud EONs

S Li, B Li, Z Zhu - Journal of Lightwave Technology, 2023 - opg.optica.org
Network function virtualization (NFV) enables flexible, cost-effective, and timely deployment
of new network services in elastic optical networks (EONs). Nowadays, the integration of …

Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems

F Ezzeddine, O Ayoub, D Andreoletti… - … IEEE Conference on …, 2023 - ieeexplore.ieee.org
Automated failure management in Network Function Virtualization (NFV) systems continues
to gain significant attention as it allows identifying and mitigating failures in a timely manner …

Multi-provider NFV network service delegation via average reward reinforcement learning

B Bakhshi, J Mangues-Bafalluy, J Baranda - Computer Networks, 2023 - Elsevier
Abstract In multi-provider 5G/6G networks, service delegation enables administrative
domains to federate in provisioning NFV network services. Admission control in selecting the …

Towards Semi-Markov Model-based Dependability Evaluation of VM-based Multi-Domain Service Function Chain

L Liu, J Bai, X Chang, F Machida, KS Trivedi… - arXiv preprint arXiv …, 2023 - arxiv.org
In NFV networks, service functions (SFs) can be deployed on virtual machines (VMs) across
multiple domains and then form a service function chain (MSFC) for end-to-end network …

Dependency Aware and Delay Guaranteed SFC Placement in Multi-domain Networks

Y Liu, C Zhang, Y Li, S Zhang… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
As a new paradigm, Network Function Virtualization (NFV) enables flexible and customized
service provisioning. NFV decouples network functions from dedicated hardware devices …

[PDF][PDF] Orchestrating Service Function Chains over Resource-Constrained Network Function Virtualization (NFV) Infrastructures

A Pentelas - 2023 - researchgate.net
Abstract Network Function Virtualization (NFV) has recently emerged as a prominent cloud
computing paradigm to address the scalability limitations of middleboxes, such as firewalls …

DRL-G: SFC Deployment Algorithm Based on Deep Reinforcement Learning in Space–Air–Ground Integrated Network

X Feng, M He, L Zhuang, Y Song, R Peng - 2023 - researchsquare.com
The space-air-ground integrated network (SAGIN) is formed by the fusion of ground and
aircraft networks. It overcomes the limitations in communications that cannot cover the whole …