Multivariate Analysis of Big Data in Software Defined Networks

Project Information

MAD-SDN

Grant agreement ID: 893146

DOI

10.3030/893146

Project closed

EC signature date 25 March 2020

Start date 1 March 2021

End date 28 February 2023

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 172 932,48

EU contribution

€ 172 932,48

Coordinated by

UNIVERSIDAD DE GRANADA
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Other (5)

Dataset Quality Assessment with Permutation Testing Showcased on Network Traffic Datasets

Author(s): Wasielewska Katarzyna, Soukup Dominik, Čejka Tomáš, Camacho Jose
Published in: 2022
Publisher: TechRxiv
DOI: 10.36227/techrxiv.20145539.v1

Evaluation of the Limit of Detection in Network Dataset Quality Assessment with PerQoDA

Author(s): Wasielewska Katarzyna, Soukup Dominik, Tomáš Čejka, Camacho José
Published in: 2022
Publisher: DIGIBUG: Repositorio Institucional de la Universidad de Granada

Quality In / Quality Out: Data quality more relevant than model choice in anomaly detection with the UGR’16

Author(s): Camacho José, Wasielewska Katarzyna, Espinosa Pablo, Fuentes-García Marta
Published in: 2023
Publisher: DIGIBUG: Repositorio Institucional de la Universidad de Granada

Interpretable Learning in Multivariate Big Data Analysis for Network Monitoring

Author(s): José Camacho, Katarzyna Wasielewska, Rasmus Bro, David Kotz
Published in: 2023
Publisher: arXiv
DOI: 10.48550/arxiv.1907.02677

Dataset Quality Assessment in Autonomous Networks with Permutation Testing

Author(s): Camacho José, Wasielewska Katarzyna
Published in: 2022
Publisher: DIGIBUG: Repositorio Institucional de la Universidad de Granada

Conference proceedings (2)

Mining Social Interactions in Connection Traces of a Campus Wi-Fi Network

Author(s): Eduardo Antonio Mañas Martínez, Elena Cabrera, Katarzyna Wasielewska, David Kotz, Jose Camacho
Published in: Proceedings of the SIGCOMM '21 Poster and Demo Sessions, 2021, Page(s) 6-8, ISBN 9781450386296
Publisher: Association for Computing Machinery
DOI: 10.1145/3472716.3472844

Network Tomography and Partial Least Squares for Traffic Matrix Estimation

Author(s): Francisco J. Cuberos, Irene Herrera, Katarzyna Wasielewska, José Camacho
Published in: 2021
Publisher: IFIP Open Digital Library