Marc Ruiz

ORCID

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 105

Top Venues

Publications

Marc Ruiz, Jaume Comellas, Luis Velasco
Man-in-the-Middle Attacks Through Re-Shaping I-Q Optical Constellations. OFC (2023)
Luis Velasco, Pol González, Marc Ruiz
An Intelligent Optical Telemetry Architecture. OFC (2023)
Masab Iqbal, Luis Velasco, Marc Ruiz, Nelson Costa, Antonio Napoli, João Pedro, Jaume Comellas
Supporting Heterogenous Traffic on Top of Point-to-Multipoint Light-Trees. Sensors 23 (5) (2023)
Qian Wang, Hailey Shakespear-Miles, Xiaoliang Chen, Marc Ruiz, Zhaohui Li, Luis Velasco
On Real-time Optical Subcarrier Management in P2MP Networks with Mixed-strategy Gaming. OFC (2023)
Ahmad El Sayed, Marc Ruiz, Hassan Harb, Luis Velasco
Deep Learning-Based Adaptive Compression and Anomaly Detection for Smart B5G Use Cases Operation. Sensors 23 (2) (2023)
Luis Velasco, Sima Barzegar, Marc Ruiz
Is Intelligence the Answer to Deal with the 5 V's of Telemetry Data? OFC (2023)
M. Devigili, Marc Ruiz, Sima Barzegar, Nelson Costa, Antonio Napoli, João Pedro, Luis Velasco
Degradation Detection and Severity Estimation by Exploiting an Optical Time and Frequency Digital Twin. OFC (2023)
Pol González, Ramon Casellas, Jose-Juan Pedreno-Manresa, Achim Autenrieth, Fabien Boitier, Behnam Shariati, Johannes K. Fischer, Marc Ruiz, Jaume Comellas, Luis Velasco
Distributed Architecture Supporting Intelligent Optical Measurement Aggregation and Streaming Event Telemetry. OFC (2023)
Masab Iqbal, Marc Ruiz, Nelson Costa, Antonio Napoli, João Pedro, Luis Velasco
Dynamic and Efficient Point-to-Point and Point-to-Multipoint Communications by Slicing the Optical Constellation. OFC (2022)
Diogo Gonçalo Sequeira, Marc Ruiz, Nelson Costa, Antonio Napoli, João Pedro, Luis Velasco
Accurate Low Complex Modulation Format and Symbol Rate Identification for Autonomous Lightpath Operation. Sensors 22 (23) (2022)
Diogo Gonçalo Sequeira, Marc Ruiz, Nelson Costa, Antonio Napoli, João Pedro, Luis Velasco
OCATA: a deep-learning-based digital twin for the optical time domain. JOCN 15 (2) (2022)
Masab Iqbal, Luis Velasco, Nelson Costa, Antonio Napoli, João Pedro, Marc Ruiz
LPsec: a fast and secure cryptographic system for optical connections. JOCN 14 (4) (2022)
Masab Iqbal, Luis Velasco, Marc Ruiz, Antonio Napoli, João Pedro, Nelson Costa
Quantum Bit Retransmission Using Universal Quantum Copying Machine. ONDM (2022)
Sima Barzegar, Marc Ruiz, Luis Velasco
Distributed and Autonomous Flow Routing Based on Deep Reinforcement Learning. OECC/PSC (2022)
Marc Ruiz, Diogo Gonçalo Sequeira, Luis Velasco
Deep learning-based real-time analysis of lightpath optical constellations [Invited]. JOCN 14 (6) (2021)
Fatemehsadat Tabatabaeimehr, Sima Barzegar, Marc Ruiz, Luis Velasco
Combining Long-Short Term Memory and Reinforcement Learning for Improved Autonomous Network Operation. OFC (2021)
Luis Velasco, Marco Signorelli, Óscar González de Dios, Chrysa Papagianni, Roberto Bifulco, Juan Jose Vegas Olmos, Simon Pryor, Gino Carrozzo, Julius Schulz-Zander, Mehdi Bennis, Ricardo Martinez, Filippo Cugini, Claudio Salvadori, Vincent Lefebvre, Luca Valcarenghi, Marc Ruiz
End-to-End Intent-Based Networking. IEEE Commun. Mag. 59 (10) (2021)
Marc Ruiz, Javier Morales, Diogo Gonçalo Sequeira, Luis Velasco
An Autoencoder-Based Solution for IQ Constellation Analysis. ECOC (2021)
Luis Velasco, Sima Barzegar, Fatemehsadat Tabatabaeimehr, Marc Ruiz
Intent-based networking and its application to optical networks [Invited Tutorial]. JOCN 14 (1) (2021)
Behnam Shariati, Luis Velasco, Jose-Juan Pedreno-Manresa, Annika Dochhan, Ramon Casellas, Abubakar Siddique Muqaddas, Óscar González de Dios, Lourdes Luque Canto, Bodo Lent, Jorge E. López de Vergara, Sergio López-Buedo, Francisco Javier Moreno, Pablo Pavón, Marc Ruiz, Sai Kireet Patri, Alessio Giorgetti, Filippo Cugini, Andrea Sgambelluri, Reza Nejabati, Dimitra Simeonidou, Ralf-Peter Braun, Achim Autenrieth, Jörg-Peter Elbers, Johannes K. Fischer, Ronald Freund
Demonstration of latency-aware 5G network slicing on optical metro networks. JOCN 14 (1) (2021)
Fatemehsadat Tabatabaeimehr, Marc Ruiz, Che-Yu Liu, Xiaoliang Chen, Roberto Proietti, S. J. Ben Yoo, Luis Velasco
Cooperative Learning for Disaggregated Delay Modeling in Multidomain Networks. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Luis Velasco, Sima Barzegar, Diogo Gonçalo Sequeira, Alessio Ferrari, Nelson Costa, Vittorio Curri, João Pedro, Antonio Napoli, Marc Ruiz
Autonomous and Energy Efficient Lightpath Operation Based on Digital Subcarrier Multiplexing. IEEE J. Sel. Areas Commun. 39 (9) (2021)
Sima Barzegar, Marc Ruiz, Luis Velasco
Reliable and Accurate Autonomous Flow Operation based on Off-line Trained Reinforcement Learning. OFC (2021)
Sima Barzegar, Marc Ruiz, Luis Velasco
Packet Flow Capacity Autonomous Operation Based on Reinforcement Learning. Sensors 21 (24) (2021)
Diogo Gonçalo Sequeira, Marc Ruiz, Nelson Costa, Antonio Napoli, João Pedro, Luis Velasco
Lightweight Optical Constellation Modeling by Concatenating Artificial Neural Networks. ECOC (2021)
Sima Barzegar, Marc Ruiz, Andrea Sgambelluri, Filippo Cugini, Antonio Napoli, Luis Velasco
Soft-Failure Detection, Localization, Identification, and Severity Prediction by Estimating QoT Model Input Parameters. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Axel Wassington, Luis Velasco, Lluis Gifre, Marc Ruiz
Implementing a Machine Learning Function Orchestration. ECOC (2021)
Luis Velasco, Marc Ruiz
Supporting Time-Sensitive and Best-Effort Traffic on a Common Metro Infrastructure. IEEE Commun. Lett. 24 (8) (2020)
Marc Ruiz, Adrià Julià, Imma Boada
Starviewer and its comparison with other open-source DICOM viewers using a novel hierarchical evaluation framework. Int. J. Medical Informatics 137 (2020)
Sima Barzegar, Marc Ruiz, Luis Velasco
Reinforcement Learning -based Autonomous Multilayer Network Operation. ECOC (2020)
Fatemehsadat Tabatabaeimehr, Marc Ruiz, Luis Velasco
Supporting Beyond 5G Applications by Coordinating AI-based Intent Operation. An Example for Multilayer Metro Networks. ECOC (2020)
Marc Ruiz, Fabien Boitier, Behnam Shariati, Patricia Layec, Luis Velasco
Predictive autonomic transmission for low-cost low-margin metro optical networks. Photonic Netw. Commun. 40 (2) (2020)
Lluis Gifre, Fabien Boitier, Camille Delezoide, Marc Ruiz, M. Buffa, Annalisa Morea, Ramon Casellas, Luis Velasco, Patricia Layec
Monitoring and Data Analytics-Triggered Reconfiguration in Partially Disaggregated Optical Networks. ICTON (2020)
Marc Ruiz, Matias Richart, Alberto Castro, Luis Velasco
End-To-End KPI Analysis in Converged Fixed-Mobile Networks. ICTON (2020)
Marc Ruiz, Fatemehsadat Tabatabaeimehr, Luis Velasco
Knowledge management in optical networks: architecture, methods, and use cases [Invited]. JOCN 12 (1) (2020)
Luis Velasco, Marc Ruiz
Optical Network Automation [Invited Tutorial]. ICTON (2020)
Sima Barzegar, Emanuele Virgillito, Marc Ruiz, Alessio Ferrari, Antonio Napoli, Vittorio Curri, Luis Velasco
Soft-Failure Localization and Device Working Parameters Estimation in Disaggregated Scenarios. OFC (2020)
Lluis Gifre, Fabien Boitier, Camille Delezoide, Marc Ruiz, M. Buffa, Annalisa Morea, Ramon Casellas, Luis Velasco, Patricia Layec
Demonstration of Monitoring and Data Analytics-Triggered Reconfiguration in Partially Disaggregated Optical Networks. OFC (2020)
Behnam Shariati, Marc Ruiz, Francesco Fresi, Andrea Sgambelluri, Filippo Cugini, Luis Velasco
Real-time optical spectrum monitoring in filterless optical metro networks. Photonic Netw. Commun. 40 (1) (2020)
Luis Velasco, Fatemehsadat Tabatabaeimehr, Marc Ruiz
Knowledge Management in Optical Networks. ICTON (2020)
Sima Barzegar, Marc Ruiz, Luis Velasco
Soft-Failure Localization and Time-Dependent Degradation Detection for Network Diagnosis. ICTON (2020)
Alvaro Bernal, Matias Richart, Marc Ruiz, Alberto Castro, Luis Velasco
Near real-time estimation of end-to-end performance in converged fixed-mobile networks. Comput. Commun. 150 (2020)
Alba P. Vela, Marc Ruiz, Luis Velasco
Autonomous Operations in Optical Networks. ICTON (2019)
Alvaro Bernal, Marc Ruiz, Luis Velasco
Generation and Analysis of Service-Based Traffic Flows. ICTON (2019)
Behnam Shariati, Marc Ruiz, Jaume Comellas, Luis Velasco
Feature-Based Optical Spectrum Monitoring for Failure Detection and Identification. ICTON (2019)
Pau R. Esmenats, Ramon Casellas, Lluis Gifre, Alba P. Vela, Marc Ruiz, Ricardo Martínez, Luis Velasco
Autonomic NFV Network Services on Top of Disaggregated Optical Metro Networks. OFC (2019)
Lluís Gifre, Marc Ruiz, Luis Velasco
Interfaces for Monitoring and Data Analytics Systems. ICTON (2019)
Luis Velasco, Ramon Casellas, Sergio Llana, Lluis Gifre, Ricardo Martínez, Ricard Vilalta, Raul Muñoz, Marc Ruiz
A control and management architecture supporting autonomic NFV services. Photonic Netw. Commun. 37 (1) (2019)
Luis Velasco, Behnam Shariati, Fabien Boitier, Patricia Layec, Marc Ruiz
Learning Life Cycle to Speed Up Autonomic Optical Transmission and Networking Adoption. JOCN 11 (5) (2019)
Alba P. Vela, Marc Ruiz, Luis Velasco
Visualization Tools For Enhancing Failure Localization. ICTON (2019)
Behnam Shariati, Marc Ruiz, Luis Velasco
Out-of-Field Generic ML Training with In-Field Specific Adaptation to Facilitate ML Deployments. OFC (2019)
Marc Ruiz, Andrea Sgambelluri, Filippo Cugini, Luis Velasco
Smart Filterless Optical Networks Based on Optical Spectrum Analysis. ICTON (2019)
Behnam Shariati, Francesco Fresi, Marc Ruiz, Filippo Cugini, Luis Velasco
Optical Signal Tracking for Robust PAM4 Deployment in Filterless Metro Network Scenarios. OFC (2019)
Luis Velasco, Lluís Gifre, Marc Ruiz
Autonomic Content Delivery Network Service. ICTON (2019)
Luis Velasco, Marc Ruiz
Monitoring and Data Analytics for Optical Networking. ICTON (2019)
Sima Barzegar, Marc Ruiz, Luis Velasco
Adaptation of the Residual Signal for Filter Failure Detection in Scenarios with Multiple Filter Types. ICTON (2019)
Marc Ruiz, Fabien Boitier, Patricia Layec, Luis Velasco
Self-Learning Approaches for Real Optical Networks. OFC (2019)
Luis Velasco, Marc Ruiz, Filippo Cugini, Ramon Casellas, Anna Chiado Piat, O. Gonzlez, Andrew Lord, Antonio Napoli, Patricia Layec, Danish Rafique, Antonio D'Errico, Daniel King
Monitoring and Data Analytics for Optical Networking: Benefits, Architectures, and Use Cases. IEEE Netw. 33 (6) (2019)
Fatemehsadat Tabatabaeimehr, Marc Ruiz, Luis Velasco
Distributed and Centralized Options for Self-Learning. ICTON (2019)
Lluís Gifre, José Luis Izquierdo-Zaragoza, Marc Ruiz, Luis Velasco
Autonomic Disaggregated Multilayer Networking. JOCN 10 (5) (2018)
Fernando Morales, Paola Festa, Marc Ruiz, Luis Velasco
Performance Evaluation of the VNT Reconfiguration Algorithm Based on Traffic Prediction. ICTON (2018)
Alba P. Vela, Marc Ruiz, Luis Velasco
Examples of Machine Learning Algorithms for Optical Network Control and Management. ICTON (2018)
Alba P. Vela, Marc Ruiz, Luis Velasco
Applying Data Visualization for Failure Localization. OFC (2018)
Behnam Shariati, Alba P. Vela, Marc Ruiz, Luis Velasco
Monitoring and data analytics: Analyzing the optical spectrum for soft-failure detection and identification. ONDM (2018)
Alba P. Vela, Behnam Shariati, Marc Ruiz, Filippo Cugini, Alberto Castro, Hongbo Lu, Roberto Proietti, Jaume Comellas, Piero Castoldi, S. J. Ben Yoo, Luis Velasco
Soft Failure Localization During Commissioning Testing and Lightpath Operation. JOCN 10 (1) (2018)
Luis Velasco, Behnam Shariati, Alba P. Vela, Jaume Comellas, Marc Ruiz
Learning from the Optical Spectrum: Soft-Failure Identification and Localization [Invited]. OFC (2018)
Lluis Gifre, Marc Ruiz, Luis Velasco
CASTOR: A Monitoring and Data Analytics Architecture to Support Autonomic Domain and Slice Networking. ICTON (2018)
Behnam Shariati, Marc Ruiz, Andrea Sgambelluri, Filippo Cugini, Luis Velasco
Real-time Spectrum Surveillance in Filterless Optical Networks. OFC (2018)
Luis Velasco, Marc Ruiz
Flexible Fog Computing and Telecom Architecture for 5G Networks. ICTON (2018)
Behnam Shariati, Fabien Boitier, Marc Ruiz, Patricia Layec, Luis Velasco
Autonomic Transmission Through pre-FEC BER Degradation Prediction Based on SOP Monitoring. ECOC (2018)
Marc Ruiz, Franco Coltraro, Luis Velasco
CURSA-SQ: A Methodology for Service-Centric Traffic Flow Analysis. JOCN 10 (9) (2018)
Alba P. Vela, Marc Ruiz, Luis Velasco
Anticipating BER Degradation in Optical Networks. ICTON (2018)
Alba P. Vela, Lluis Gifre, Óscar González de Dios, Marc Ruiz, Luis Velasco
CASTOR: A Monitoring and Data Analytics Framework to Help Operators Understand what is Going on in their Networks. ECOC (2018)
Fernando Morales, Marc Ruiz, Luis Velasco
Metro-Flow Traffic Modelling for Cognitive Adaptation of Core Virtual Network Topologies. ICTON (2018)
Alba P. Vela, Behnam Shariati, Marc Ruiz, Jaume Comellas, Luis Velasco
Soft Failure Localization in Elastic Optical Networks. ICTON (2018)
Alba P. Vela, Marc Ruiz, Luis Velasco
Distributing data analytics for efficient multiple traffic anomalies detection. Comput. Commun. 107 (2017)
Filippo Cugini, Marc Ruiz, Tommaso Foggi, Luis Velasco, Piero Castoldi
Partial Signal Overlap with Cancellation-based Detection for Spectrally-efficient EONs. ECOC (2017)
Fernando Morales, Marc Ruiz, Luis Velasco
Data analytics based origin-destination core traffic modelling. ICTON (2017)
Lluis Gifre, Marc Ruiz, Alberto Castro, Roberto Proietti, S. J. Ben Yoo, Luis Velasco
Experimental assessment of degradation-triggered reconfiguration in optically interconnected cloud-RAN. OFC (2017)
Fernando Morales, Paola Festa, Marc Ruiz, Luis Velasco
Adapting the virtual network topology to near future traffic. ICTON (2017)
Anton Bardera, Roger Bramon, Marc Ruiz, Imma Boada
Rate-Distortion Theory for Clustering in the Perceptual Space. Entropy 19 (9) (2017)
Filippo Cugini, Marc Ruiz, Tommaso Foggi, Luis Velasco, Nicola Sambo, Piero Castoldi
Dedicated Protection With Signal Overlap in Elastic Optical Networks. JOCN 9 (12) (2017)
Lluis Gifre, Marc Ruiz, Luis Velasco
Experimental assessment of Big Data-backed video distribution in the telecom cloud. ICTON (2017)
Alba P. Vela, Marc Ruiz, Luis Velasco
Bringing data analytics to the network nodes for efficient traffic anomalies detection. ICTON (2017)
Adrian Asensio, Marc Ruiz, Luis Velasco
Dynamic Virtual Network connectivity for C-RAN backhauling. ICTON (2017)
Filippo Cugini, Nicola Sambo, Tommaso Foggi, Marc Ruiz, Luis Velasco, Piero Castoldi
Signal overlap for efficient 1+1 protection in elastic optical networks (EONs). OFC (2017)
Luis Velasco, Alberto Castro, Adrià Asensio, Marc Ruiz, Gengchen Liu, Chuan Qin, Roberto Proietti, S. J. Ben Yoo
Meeting the Requirements to Deploy Cloud RAN Over Optical Networks. JOCN 9 (3) (2017)
Fernando Morales, Marc Ruiz, Lluís Gifre, Luis M. Contreras, Víctor López, Luis Velasco
Virtual Network Topology Adaptability Based on Data Analytics for Traffic Prediction. JOCN 9 (1) (2017)
Alba P. Vela, Marc Ruiz, Filippo Cugini, Luis Velasco
Combining a machine learning and optimization for early pre-FEC BER degradation to meet committed QoS. ICTON (2017)
Fernando Morales, Marc Ruiz, Luis Velasco
Core VNT adaptation based on the aggregated metro-flow traffic model prediction. OFC (2017)
Fernando Morales, Lluís Gifre, Francesco Paolucci, Marc Ruiz, Filippo Cugini, Piero Castoldi, Luis Velasco
Dynamic Core VNT Adaptability Based on Predictive Metro-Flow Traffic Models. JOCN 9 (12) (2017)
Fernando Morales, Lluis Gifre, Francesco Paolucci, Marc Ruiz, Filippo Cugini, Luis Velasco, Piero Castoldi
Experimental Assessment of a Flow Controller for Dynamic Metro-Core Predictive Traffic Models Estimation. ECOC (2017)
Alba P. Vela, Marc Ruiz, Francesco Fresi, Nicola Sambo, Filippo Cugini, Luis Velasco, Piero Castoldi
Early pre-FEC BER degradation detection to meet committed QoS. OFC (2017)
Lluis Gifre, Alba P. Vela, Marc Ruiz, Jorge E. López de Vergara, Luis Velasco
Experimental assessment of node and control architectures to support the observe-analyze-act loop. OFC (2017)
Marc Ruiz, M. Germán, Luis M. Contreras, Luis Velasco
Big Data-backed video distribution in the telecom cloud. Comput. Commun. 84 (2016)
Fernando Morales, Marc Ruiz, Luis Velasco
Incremental capacity planning in optical transport networks based on periodic performance metrics. ICTON (2016)
Lluis Gifre, F. Morales, Luis Velasco, Marc Ruiz
Big data analytics for the virtual network topology reconfiguration use case. ICTON (2016)
Adrian Asensio, Poompat Saengudomlert, Marc Ruiz, Luis Velasco
Study of the centralization level of optical network-supported Cloud RAN. ONDM (2016)
Fernando Morales, Marc Ruiz, Luis Velasco
Virtual network topology reconfiguration based on big data analytics for traffic prediction. OFC (2016)
Alba P. Vela, Anna Via, Fernando Morales, Marc Ruiz, Luis Velasco
Traffic generation for telecom cloud-based simulation. ICTON (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marc Ruiz