Alberto Mozo

Stanislav Vakaruk

Juan Antonio Pascual Aguilar

J. Intell. Manuf., April, 2024

A methodological framework for optimizing the energy consumption of deep neural networks: a case study of a cyber threat detector.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2024

Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Design of an AI-driven Network Digital Twin for advanced 5G-6G network management.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

2023

Applying Digital Twins to Optical Networks with Cloud-Native SDN Controllers.

[BibT_eX]

[DOI]

Juan Pedro Fernández-Palacios

IEEE Commun. Mag., December, 2023

Using N-BEATS ensembles to predict automated guided vehicle deviation.

[BibT_eX]

[DOI]

Appl. Intell., November, 2023

Data Augmentation techniques in time series domain: a survey and taxonomy.

[BibT_eX]

[DOI]

Guillermo Iglesias

Neural Comput. Appl., May, 2023

Transformers for Multi-Horizon Forecasting in an Industry 4.0 Use Case.

[BibT_eX]

[DOI]

Stanislav Vakaruk

Amit Karamchandani

Sensors, April, 2023

Providing Heterogeneous Signaling and User Traffic for 5G Core Network Functional Testing.

[BibT_eX]

[DOI]

IEEE Access, 2023

ACROSS: Automated zero-touch cross-layer provisioning framework for 5G and beyond vertical services.

[BibT_eX]

[DOI]

Dimitris Giannopoulos

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022

B5GEMINI: AI-Driven Network Digital Twin.

[BibT_eX]

[DOI]

Sensors, 2022

Improving the quality of generative models through Smirnov transformation.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Dynamics of Fourier Modes in Torus Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2022

A Digital Twin for the 5G Era: the SPIDER Cyber Range.

[BibT_eX]

[DOI]

Roberto Doriguzzi Corin

Panagiotis Gouvas

Antonio Álvarez Romero

Anna Angelogianni

Ilias Politis

Christos Xenakis

Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

B5GEMINI: Digital Twin Network for 5G and Beyond.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

A Framework for Big Data Sovereignty: The European Industrial Data Space (EIDS).

[BibT_eX]

[DOI]

Proceedings of the Data Spaces - Design, 2022

2021

Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks.

[BibT_eX]

[DOI]

Antonio Pastor Perales

CoRR, 2021

Forecasting Automated Guided Vehicle Malfunctioning with Deep Learning in a 5G-Based Industry 4.0 Scenario.

[BibT_eX]

[DOI]

Stanislav Vakaruk

IEEE Commun. Mag., 2021

TeraFlow: Secured Autonomic Traffic Management for a Tera of SDN flows.

[BibT_eX]

[DOI]

Óscar González de Dios

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

A Digital Twin Network for Security Training in 5G Industrial Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2021

2020

Detection of Encrypted Cryptomining Malware Connections With Machine and Deep Learning.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Regularized greedy column subset selection.

[BibT_eX]

[DOI]

Bruno Ordozgoiti

Jesús García López de Lacalle

Inf. Sci., 2019

Scalable Prediction of Service-Level Events in Datacenter Infrastructure Using Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

Iterative column subset selection.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2018

A distributed and quiescent max-min fair algorithm for network congestion control.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

The Mouseworld, a security traffic analysis lab based on NFV/SDN.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Availability, Reliability and Security, 2018

2017

Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2017

Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure.

[BibT_eX]

[DOI]

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

Using Machine Learning to Detect Noisy Neighbors in 5G Networks.

[BibT_eX]

[DOI]

Udi Margolin

Danny Raz

Elisha J. Rosensweig

Itai Segall

CoRR, 2016

Can machine learning aid in delivering new use cases and scenarios in 5G?

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

A Fast Iterative Algorithm for Improved Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

CogNet: A network management architecture featuring cognitive capabilities.

[BibT_eX]

[DOI]

Marius Iulian Corici

Pat O'Sullivan

Robert Mullins

Proceedings of the European Conference on Networks and Communications, 2016

PSCEG: an unbiased parallel subspace clustering algorithm using exact grids.

[BibT_eX]

[DOI]

Bo Zhu

Bruno Ordozgoiti

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Parallelized unsupervised feature selection for large-scale network traffic analysis.

[BibT_eX]

[DOI]

Bruno Ordozgoiti

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Spark2Fires: A New Parallel Approximate Subspace Clustering Algorithm.

[BibT_eX]

[DOI]

Bo Zhu

Proceedings of the New Trends in Databases and Information Systems, 2016

Feature Ranking and Selection for Big Data Sets.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2016

2015

Node sampling using Random Centrifugal Walks.

[BibT_eX]

[DOI]

J. Comput. Sci., 2015

CLUS: Parallel Subspace Clustering Algorithm on Spark.

[BibT_eX]

[DOI]

Bo Zhu

Alexandru Mara

Proceedings of the New Trends in Databases and Information Systems, 2015

Massively Parallel Unsupervised Feature Selection on Spark.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2015

NPEPE: Massive Natural Computing Engine for Optimally Solving NP-complete Problems in Big Data Scenarios.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2015

2012

Brief Announcement: Node Sampling Using Centrifugal Random Walks.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing - 26th International Symposium, 2012

SLBN: A Scalable Max-min Fair Algorithm for Rate-Based Explicit Congestion Control.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Symposium on Network Computing and Applications, 2012

2011

Performance of Scheduling Policies in Adversarial Networks with Non-synchronized Clocks.

[BibT_eX]

[DOI]

Theory Comput. Syst., 2011

Distance-based Node Sampling using Drifting Random Walks

[BibT_eX]

[DOI]

CoRR, 2011

B-neck: a distributed and quiescent max-min fair algorithm.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual ACM Symposium on Principles of Distributed Computing, 2011

Testing a Cloud Provider Network for Hybrid P2P and Cloud Streaming Architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010

Biased Selection for Building Small-World Networks.

[BibT_eX]

[DOI]

M. Araceli Lorenzo

Pilar Manzano

Joaquin Salvachua Rodriguez

Proceedings of the Principles of Distributed Systems - 14th International Conference, 2010

A novel P2P and cloud computing hybrid architecture for multimedia streaming with QoS cost functions.

[BibT_eX]

[DOI]

Irena Trajkovska

Alberto Mozo Velasco

Proceedings of the 18th International Conference on Multimedia 2010, 2010

2008

Scalable tag search in social network applications.

[BibT_eX]

[DOI]

Joaquín Salvachúa

Comput. Commun., 2008

2007

Performance of scheduling policies in adversarial networks with non synchronized clocks.

[BibT_eX]

[DOI]

Juan Cespedes

Antonio Fernández

Proceedings of the 12th IEEE Symposium on Computers and Communications (ISCC 2007), 2007

2006

Tag Indexed DHT for Scalable Search Infrastructure in Social NetworkApplications.

[BibT_eX]

[DOI]