3 papers
cs.LG2025
FedNET: Federated Learning for Proactive Traffic Management and Network Capacity Planning
Saroj Kumar Panda, Basabdatta Palit, Sadananda Behera
We propose FedNET, a proactive and privacy-preserving framework for early identification of high-risk links in large-scale communication networks, that leverages a distributed mult…
cs.NI2025
Trusted Repeater Placement in QKD-enabled Optical Networks
Arup Kumar Marik, Basabdatta Palit, Sadananda Behera
Quantum Key Distribution (QKD) provides information-theoretic security, but is limited by distance in optical networks, thereby requiring repeater nodes to extend coverage. Existin…
cs.NI2024
A Lightweight QoS-Aware Resource Allocation Method for NR-V2X Networks
Chitranshi Saxena, Krishna Pal Thakur, Deb Mukherjee +2
Vehicle-to-Everything (V2X) communication, which includes Vehicle-to-Infrastructure (V2I), Vehicle-to-Vehicle (V2V), and Vehicle-to-Pedestrian (V2P) networks, is gaining significan…