Dynamic service function chain deployment and readjustment method based on deep reinforcement learning

J Ran, W Wang, H Hu - Sensors, 2023 - mdpi.com
With the advent of Software Defined Network (SDN) and Network Functions Virtualization
(NFV), network operators can offer Service Function Chain (SFC) flexibly to accommodate …

A Novel Multipath Transmission Scheme for Information-Centric Networking

Y Xu, H Ni, X Zhu - Future Internet, 2023 - mdpi.com
Due to the overload of IP semantics, the traditional TCP/IP network has a number of
problems in scalability, mobility, and security. In this context, information-centric networking …

Cost and latency optimized edge computing platform

I Pelle, M Szalay, J Czentye, B Sonkoly, L Toka - Electronics, 2022 - mdpi.com
Latency-critical applications, eg, automated and assisted driving services, can now be
deployed in fog or edge computing environments, offloading energy-consuming tasks from …

SFCPlanner: An Online SFC Planning Approach With SRv6 Flow Steering

C Qiu, B Ren, L Luo, G Tang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Each flow usually needs to traverse a specific service function chain (SFC), which is
composed of multiple network functions implemented through virtualization technology or …

SFC-based multi-domain service customization and deployment

C Zhang, Y Liu, S Zhang, H Yang, F Li… - Computer Communications, 2023 - Elsevier
In order to satisfy diversified service demands, future networks are expected to provide
higher quality network services, especially in 5G scenarios. Network Function Virtualization …

Towards Latency Aware Multi-joint Optimization Method for VNF Placement and SFC Routing Via Swarm Intelligence

Z Sharif, MB Jasser, KLA Yau… - 2022 IEEE 12th …, 2022 - ieeexplore.ieee.org
A coherent placement of virtual network functions (VNFs) permits the efficient forwarding of
data flows (routing). VNFs' placement and service function chain (SFC) routing (VNF …

A programmable srv6 processor for sfc

Z Liu, G Lv, J Wang, X Yang - Electronics, 2022 - mdpi.com
A reconfigurable match table (RMT) is a programmable pipeline architecture for packet
processing. In order to enable the programmable data plane to support segment routing …

[PDF][PDF] Multi-objective Model and Genetic Algorithm for Multisource Multicast VNF Service Chain Deployment Problem.

J Liu, X Zhao, R Ma, H Xuan, X Guo, W Zhai - … International Journal of …, 2024 - iaeng.org
Network function virtualization can increase the versatility of computing and network
platforms, enabling them to provide more flexible services. In terms of a softwaredefined …

Online QoS/QoE-driven SFC Orchestration Leveraging a DRL Approach in SDN/NFV Enabled Networks

M Escheikh - 2023 - researchsquare.com
The proliferation of the ever-increasing number of highly heterogeneous smart devices and
the emerging of a wide range of diverse applications in 5G mobile network ecosystems …

The Reinforcement Learning (RL) Based SFC Request Scheduling in Computer Networks

E Nagireddy - research-archive.org
This study investigates the use of Reinforcement Learning (RL) to minimize the latency
between the source and destination of SFC requests in Neural Networks. This problem …