[HTML][HTML] FTG-Net-E: A hierarchical ensemble graph neural network for DDoS attack detection

RA Bakar, L De Marinis, F Cugini, F Paolucci - Computer Networks, 2024 - Elsevier
Abstract Distributed Denial-of-Service (DDoS) attacks are a major threat to computer
networks. These attacks can be carried out by flooding a network with malicious traffic …

In-line any-depth deep neural networks using P4 switches

E Paolini, L De Marinis, D Scano… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
In-network function offloading using programmable data plane languages like P4 offers
computational resource savings and efficient operations at the network edge. However, the …

Enabling hierarchical control of coherent pluggable transceivers in SONiC packet–optical nodes

A Giorgetti, D Scano, A Sgambelluri… - Journal of Optical …, 2023 - opg.optica.org
Traditional metro networks are composed of packet switching nodes (ie, routers)
interconnected by optical transport links. In this scenario, the packet and optical domains are …

An intelligent optical telemetry architecture

L Velasco, P González, M Ruiz - 2023 Optical Fiber …, 2023 - ieeexplore.ieee.org
An Intelligent Optical Telemetry Architecture Page 1 An Intelligent Optical Telemetry
Architecture Luis Velasco*, Pol González, and Marc Ruiz Optical Communications Group (GCO) …

Enabling p4 network telemetry in edge micro data centers with kubernetes orchestration

D Scano, A Giorgetti, F Paolucci, A Sgambelluri… - IEEE …, 2023 - ieeexplore.ieee.org
Integrating computation resources with networking technologies is an hot research topic
targeting the optimization of containers deployment on a set of host machines …

Beyond the Basics: An In-Depth Analysis and Multidimensional Survey of Programmable Switch in Software-Defined Networking

VA Shirsath, MM Chandane - International Journal of Networked and …, 2025 - Springer
The development of the programmable switch in software-defined networks (SDNs) is
known for its rapid technological advancements. This growing domain has a wealth of …

P4-based telemetry processing for fast soft failure recovery in packet-optical networks

F Cugini, C Natalino, D Scano… - 2023 Optical Fiber …, 2023 - ieeexplore.ieee.org
P4-based Telemetry Processing for Fast Soft Failure Recovery in Packet-Optical Networks
Page 1 P4-based Telemetry Processing for Fast Soft Failure Recovery in Packet-Optical …

Cascaded look up table distillation of P4 deep neural network switches

L De Marinis, E Paolini, RA Bakar… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
In-network function offloading represents a key enabler of the SDN-based data plane
programmability to enhance network operation and awareness while speeding up …

A hybrid ANN model designed to improve the Quality of Transmission of optical communication network

AHM Almawgani - Optical and Quantum Electronics, 2023 - Springer
Optical communication networks represent a fast-growing field in communication technology
with numerous optimization and advancements to improve communication efficiency …

Packet-optical differentiated survivability implemented by P4 slices and gNMI telemetry

RP Pinto, KS Mayer, DS Arantes, DAA Mello… - Optical Fiber …, 2023 - opg.optica.org
Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry Page
1 Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry …