ALBRL: Automatic Load‐Balancing Architecture Based on Reinforcement Learning in Software‐Defined Networking

J Chen, Y Wang, J Ou, C Fan, X Lu… - Wireless …, 2022 - Wiley Online Library
Due to the rapid development of network communication technology and the significant
increase in network terminal equipment, the application of new network architecture …

Zero-touch networks: Towards next-generation network automation

M El Rajab, L Yang, A Shami - Computer Networks, 2024 - Elsevier
The Zero-touch network and Service Management (ZSM) framework represents an
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …

A routing optimization method for software-defined optical transport networks based on ensembles and reinforcement learning

J Chen, W Xiao, X Li, Y Zheng, X Huang, D Huang… - Sensors, 2022 - mdpi.com
Optical transport networks (OTNs) are widely used in backbone-and metro-area
transmission networks to increase network transmission capacity. In the OTN, it is …

Deploying Secure Distributed Systems: Comparative Analysis of GNS3 and SEED Internet Emulator

L Golightly, P Modesti, V Chang - Journal of Cybersecurity and Privacy, 2023 - mdpi.com
Network emulation offers a flexible solution for network deployment and operations,
leveraging software to consolidate all nodes in a topology and utilizing the resources of a …

STALB: A spatio-temporal domain autonomous load balancing routing protocol

Y Song, K Jiang, Y Cao, R Zhou… - … on Network and …, 2022 - ieeexplore.ieee.org
Due to vehicle mobility, the topology of Vehicle Ad-hoc Networks (VANETs) may change
dynamically. High mobility, limited bandwidth, and dynamic network topology pose …

MP-VRCR: A multi-dimension and priority-based vehicle-road collaborative routing protocol

Y Song, Y Cao, K Jiang, Y Li, Y Lai… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the requirements of time-sensitive and highly reliable applications, it is difficult to
implement emerging communication technologies in internet of vehicles. Literature works …

AQMDRL: Automatic Quality of Service Architecture Based on Multistep Deep Reinforcement Learning in Software-Defined Networking

J Chen, C Liao, Y Wang, L Jin, X Lu, X Xie, R Yao - Sensors, 2022 - mdpi.com
Software-defined networking (SDN) has become one of the critical technologies for data
center networks, as it can improve network performance from a global perspective using …

Comparison of routing protocol performance on multimedia services on software defined network

V Monita, ID Irawati, R Tulloh - Bulletin of Electrical Engineering and …, 2020 - beei.org
Software defined network (SDN) is a new paradigm in network engineering, where control
plane and data plane are separated. Data plane is carried out on each node, while a control …

ESMD-Flow: An intelligent flow forwarding scheme with endogenous security based on Mimic defense in space-air-ground integrated network

Z Li, Y Hu, D Zhu, J Wu, Y Gu - China Communications, 2022 - ieeexplore.ieee.org
The Space-Air-Ground Integrated Network (SAGIN) realizes the integration of space, air, and
ground networks, obtaining the global communication coverage. Software-Defined …

Dynamic routing optimization in software-defined networking based on a metaheuristic algorithm

J Chen, W Xiao, H Zhang, J Zuo, X Li - Journal of Cloud Computing, 2024 - Springer
Optimizing resource allocation and routing to satisfy service needs is paramount in large-
scale networks. Software-defined networking (SDN) is a new network paradigm that …