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 …

Fuzzy-CNN: Improving personal human identification based on IRIS recognition using LBP features

MM Khayyat, N Zamzami, L Zhang, M Nappi… - Journal of Information …, 2024 - Elsevier
The iris functions as a resilient instrument for dependable human identification, showcasing
substantial promise in recognizing individuals with a considerable level of assurance. The …

[HTML][HTML] A reliable method for data aggregation on the industrial internet of things using a hybrid optimization algorithm and density correlation degree

A Heidari, H Shishehlou, M Darbandi, NJ Navimipour… - Cluster …, 2024 - Springer
Abstract The Internet of Things (IoT) is a new information technology sector in which each
device may receive and distribute data across a network. Industrial IoT (IIoT) and related …

Exploring machine learning solutions for overcoming challenges in IoT-based wireless sensor network routing: a comprehensive review

R Priyadarshi - Wireless Networks, 2024 - Springer
An industry-wide paradigm change has been sparked by the growth of Internet of Things
(IoT)-based Wireless Sensor Networks (WSNs), which has made reliable and effective …

Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach

D de Freitas Bezerra, GL Santos… - … Modelling Practice and …, 2024 - Elsevier
With the emergence of new applications driven by the popularization of mobile devices, the
next generation of mobile networks faces challenges to meet different requirements. Virtual …

Toward SLAs guaranteed scalable VDC provisioning in cloud data centers

G Sun, Z Xu, H Yu, V Chang, X Du, M Guizani - IEEE Access, 2019 - ieeexplore.ieee.org
Cloud computing has been a cost-efficient paradigm for deploying various applications in
datacenters in recent years. Therefore, efficient provisioning for virtual data center (VDC) …

A service function chain deployment method based on network flow theory for load balance in operator networks

X Han, X Meng, Z Yu, Q Kang, Y Zhao - IEEE Access, 2020 - ieeexplore.ieee.org
Network function virtualization technology makes the deployment and management of
network service more flexible and elastic by decoupling network function from dedicated …

Enhancing Service Offloading for Dense Networks Based on Optimal Stopping Theory in Virtual Mobile Edge Computing

Q Fu, T Yang - Journal of Grid Computing, 2024 - Springer
The present and next-generation networks of service offloading present exciting issues. The
traditional network optimisation techniques still require rigorous heuristic tuning to obtain a …

[HTML][HTML] A novel method for effective intrusion detection based on convolutional speaking neural networks

Y Xie, H Chen - Journal of King Saud University-Computer and …, 2024 - Elsevier
These days, most people can't imagine their life without their networks. People rely more
and more on networks as new technologies like 5G and the Internet of Things proliferate …

Deployment of Future Services in a Multi-access Edge Computing Environment Using Intelligence at the Edge

JB Ssemakula, JL Gorricho, G Kibalya… - Journal of Network and …, 2023 - Springer
The transition to beyond fifth generation (B5G) and sixth generation (6G) networks will lead
to the support of new and future services, like virtual reality, vehicle collision avoidance or …