In this work we demonstrate the integration of P4 enabled switches with high level AI techniques with the aim to improve efficiency and performance of DDoS detection and …
The correct and efficient measurement of security properties is key to the deployment of effective cyberspace protection strategies. In this work, we propose GRAPH4, which is a …
As it is happening in many fields that need efficient and effective classification of data, Machine Learning (ML) is becoming increasingly popular in network management and …
The recent widespread novel network technologies for programming data planes are remarkably enhancing the customization of data packet processing. In this direction, the …
Software-defined networking and network function virtualization have brought unparalleled flexibility in defining and managing network architectures. With the widespread diffusion of …
GF Pittalà, D Borsatti, G Davoli… - 2023 23rd …, 2023 - ieeexplore.ieee.org
End-to-end service orchestration leveraging computing and communication resources in the cloud continuum is addressed. A modular architecture is proposed to facilitate data-driven/AI …
Network management strategies depend on a timely and accurate knowledge of the network performance measures. Among these, one of the most relevant is the delay of the links …
The Softwarization of networks is enabled by the SDN (Software-Defined Networking), NV (Network Virtualization), and NFV (Network Function Virtualization) paradigms, and offers …
Software defined networking enables efficient management of complex network topologies. The effectiveness of monitoring and configuration strategies, however, depends on precise …