Cross-Domain Service Function Chain Routing: Multiagent Reinforcement Learning Approaches

D Zhao, Y Lu, X Li, Z Li, Y Liu - IEEE Transactions on Circuits …, 2022 - ieeexplore.ieee.org
The service function chain (SFC) routing has been increasingly associated with multi-
domain networks. However, several multi-domain SFC routing issues, linked to cross …

Multiagent reinforcement-learning-aided service function chain deployment for internet of things

Y Zhu, H Yao, T Mai, W He, N Zhang… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Nowadays, the compelling applications of the Internet of Things (IoT) bring unexpected
economic benefits to our daily lives. But at the same time, it also poses huge challenges to …

Machine learning based link state aware service function chaining

S Jeong, H Kim, JH Yoo… - 2019 20th Asia-Pacific …, 2019 - ieeexplore.ieee.org
Service Function Chaining (SFC) can be a basic deployment unit that composes a chaining
order of required network functions to provide a network service. With the proliferation of …

[HTML][HTML] Distributed federated service chaining: A scalable and cost-aware approach for multi-domain networks

C Chen, L Nagel, L Cui, FP Tso - Computer Networks, 2022 - Elsevier
Future networks are expected to support cross-domain, cost-aware and fine-grained
services in an efficient and flexible manner. Service Function Chaining (SFC) has been …

Context-aware service function chaining and its cost-effective orchestration in multi-domain networks

G Li, H Zhou, B Feng, G Li - IEEE Access, 2018 - ieeexplore.ieee.org
The emergence of software-defined networking (SDN) and network function virtualization
(NFV) facilitates policy-driven and dynamic service function chaining (SFC). In recent years …

Central control over distributed service function path

D Li, J Lan, Y Hu - KSII Transactions on Internet and Information …, 2020 - koreascience.kr
Abstract Service Function Chaining (SFC) supports services through linking an ordered list
of functions. There may be multiple instances of the same function, which provides a …

Dependence-aware service function chain design and mapping

M Jalalitabar, E Guler, G Luo, L Tian… - … 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
The emerging Network Function Virtualization (NFV) technology decouples network
functions from the proprietary hardware, which allows the Internet Service Providers (ISPs) …

Multi-task deep learning based dynamic service function chains routing in SDN/NFV-enabled networks

J Zhou, P Hong, J Pei, D Li - ICC 2019-2019 IEEE International …, 2019 - ieeexplore.ieee.org
With the development of Software-Defined Networks (SDNs) and Network Function
Virtualization (NFV), Service Function Chains (SFCs), that steer the traffic through a series of …

Congestion-Aware Algorithms for Service Function Chaining in Software-Defined Wide Area Networks

Y Jiang, L Su, W Feng, N Ge - ICC 2023-IEEE International …, 2023 - ieeexplore.ieee.org
In this paper, we address the service function chaining (SFC) problem for software-defined
wide area networks (SD-WANs). Due to its NP-hardness, the service chaining problem is …

Service function chain deployment based on candidate paths

Y Zhang, X Cao, H Yu, G Sun - 2021 International Conference …, 2021 - ieeexplore.ieee.org
Network Function Virtualization (NFV) can help telecom operators to decouple Service
Functions (SFs) from specific hardware. Service Function Chains (SFCs) consisting of Virtual …