3 citations · 7 across the 13 of their papers we have counts for
9 papers · 1 filter
Two-tier PON virtualisation with scheduler synchronization supporting application-level ultra-low latency in MEC based Cloud-RAN, using MESH-PON
Sandip Das, Frank Slyne, Daniel Kilper +1
Ultra-low end-to-end latency is one of the most important requirements in 5G networks and beyond to support latency-critical applications. Cloud-RAN and MEC are considered as the k…
Experimental Demonstration of ML-Based DWDM System Margin Estimation
Jasper Müller, Frank Slyne, Kaida Kaeval +6
SNR margins between partially and fully loaded DWDM systems are estimated without detailed knowledge of the network. The ML model, trained on simulation data, achieves accurate pre…
Optical Networks and Interconnects
Carmen Mas-Machuca, Lena Wosinska, Marco Ruffini +1
The rapid evolution of communication technologies such as 5G and beyond, rely on optical networks to support the challenging and ambitious requirements that include both capacity a…
Experimental Demonstration of Network Convergence with Coherent and AnalogRadio-over-Fibre signals For Densified 5.5G/6G Small Cell Networks
Frank Slyne, Colm Browning, Amol Delmade +2
In this work we analyse and demonstrate the coexistence of digital coherent and analogue radio over fibre signals over an access-metro transmission network and field fibre. We anal…
Machine Learning-based Early Attack Detection Using Open RAN Intelligent Controller
Bruno Missi Xavier, Merim Dzaferagic, Diarmuid Collins +3
We design and demonstrate a method for early detection of Denial-of-Service attacks. The proposed approach takes advantage of the OpenRAN framework to collect measurements from the…
Energy Efficient SDN and SDR Joint Adaptation of CPU Utilization Based on Experimental Data Analytics
Beiran Chen, Frank Slyne, Marco Ruffini
In this paper we propose a hybrid softwarized architecture of Network Function Virtualization (NFV) where Software-Defined Networking (SDN) and Software-Defined Radio (SDR) compone…