Analyzing the PMachine-Learning-Based 5G Network Function Scaling via Black- and White-Box KPIsower Consumption in Cloud-Native 5/6G Ecosystems

Autor: Franco Davoli, Roberto Bruschi, Raffaele Bolla, Chiara Lombardo, Jane Frances Pajo, Beatrice Siccardi

The diffusion of the Fifth-Generation (5G) of mobile radio networks will be the main driver in the digital transformation towards a new hyper-connected society. In order to satisfy the stringent demands of 5G-ready applications over the limited resou

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b3ab33bda38f3a3625119e9575f59507

Multi-site Resource Allocation in a QoS-Aware 5G Infrastructure

Autor: Raffaele Bolla, Roberto Bruschi, Franco Davoli, Chiara Lombardo, Jane Frances Pajo

Network softwarization has paved the way for 5G technologies, and a wide-range of (radically new) verticals. As the telecommunications infrastructure evolves into a sort of distributed datacenter, multiple tenants such as vertical industries and netw

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a95db4e0349075f8152e4674bdeb1d05

Feature Selection Evaluation towards a Lightweight Deep Learning DDoS Detector

Autor: Matteo Repetto, Jane Frances Pajo, Raffaele Bolla, Odnan Ref Sanchez, Alessandro Carrega

Publikováno v: ICC
IEEE International Conference on Communications (ICC), Montreal, Canada (Virtual Conference), 14-23/6/2021
info:cnr-pdr/source/autori:O. R. Sanchez, M. Repetto, A. Carrega, R. Bolla, and J. F. Pajo/congresso_nome:IEEE International Conference on Communications (ICC)/congresso_luogo:Montreal, Canada (Virtual Conference)/congresso_data:14-23%2F6%2F2021/anno:2021/pagina_da:/pagina_a:/intervallo_pagine
ICC 2021-IEEE International Conference on Communications

Today’s networks and services undoubtedly require a high level of protection from cyber threats and attacks. State-of-the-art solutions that implement Machine Learning (ML) have shown to improve the accuracy and confidence in threat detection compa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::65fde24eb9333c04ae321b842ed9f9c3

Evaluating Urban Network Activity Hotspots through Granular Cluster Analysis of Spatio-Temporal Data

Autor: Jane Frances Pajo, George Kousiouris, Dimosthenis Kyriazis, Roberto Bruschi, Franco Davoli

Publikováno v: 17th International Conference on Network and Service Management (CNSM), 2021
2021 17th International Conference on Network and Service Management (CNSM)

Multi-access Edge Computing (MEC) is expected to play an essential role in enabling 5G (and beyond) technologies and services. This has driven numerous micro-datacenter (μDC) deployment studies in the literature, with a common goal of addressing the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9af7ffdfc9a5c87de41a25eef25bc2db

Managing 5G network slicing and edge computing with the MATILDA telecom layer platform

Autor: Roberto Bruschi, Jane Frances Pajo, Chiara Lombardo, Franco Davoli

The fifth generation (5G) of mobile networks is seen as a key enabler to support the introduction of digital technologies in multiple sectors, empowering different verticals and enabling new business models. Thanks to native capabilities of 5G networ

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::061b91dc057a4cbd1a2ee9788c659674
https://hdl.handle.net/11567/1055512