Luis Velasco

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 180

Top Venues

Publications

Pol González, Faris Alhamed, Sima Barzegar, Francesco Paolucci, Juan Jose Vegas Olmos, Marc Ruiz, Luis Velasco
Distributed Multi-Agent System fed with Telemetry Data for Near-Real-Time Service Operation. OFC (2024)
Sadegh Ghasrizadeh, Prasunika Khare, Marc Ruiz, Luis Velasco
Using the OCATA Digital Twin to Improve QoT of Optical Connections in Multiband Optical Networks. ONDM (2024)
Franco Coltraro, Marc Ruiz, Luis Velasco
The logistic queue model: theoretical properties and performance evaluation. CoRR (2024)
Hailey Shakespear-Miles, Q. Lin, Sima Barzegar, Marc Ruiz, Xiaoliang Chen, Luis Velasco
Centralized and distributed approaches to control optical point-to-multipoint systems near-real-time. J. Opt. Commun. Netw. 16 (5) (2024)
Shaoxuan Wang, Marc Ruiz, Luis Velasco
Context-Based e2e Autonomous Operation in B5G Networks. Sensors 24 (5) (2024)
Sima Barzegar, Marc Ruiz, Luis Velasco
Autonomous Flow Routing for Near Real-Time Quality of Service Assurance. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Pol González, Adam Zahir, Chiara Grasselli, Alejandro Muñiz, Milan Groshev, Sima Barzegar, Franco Callegati, Davide Careglio, Marc Ruiz, Luis Velasco
Deployment of Secure Machine Learning Pipelines for Near-Real-Time Control of 6G Network Services. OFC (2024)
Mariano Devigili, Marc Ruiz, Nelson Costa, Carlos Castro, Antonio Napoli, João Pedro, Luis Velasco
Applications of the OCATA time domain digital twin: from QoT estimation to failure management. J. Opt. Commun. Netw. 16 (2) (2024)
Morteza Ahmadian, Rafael J. Vicente, Juan Pedro Brito, Álvaro López García, Antonio Pastor, José Manuel Rivas-Moscoso, Jaume Comellas, Marc Ruiz, Vicente Martín, Luis Velasco
Experimental Demonstration of Optical Encryption Using Quantum Keys: Two Scenarios. OFC (2024)
Marc Ruiz, Luis Velasco
Privacy Preserving Digital Twin Knowledge Sharing for Multi-domain Networks. OFC (2024)
Mariano Devigili, Diogo Gonçalo Sequeira, Marc Ruiz, Nelson Costa, Carlos Castro, Antonio Napoli, João Pedro, Luis Velasco
Extending the OCATA Digital Twin for Optical Connections based on Digital Subcarrier Multiplexing. OFC (2024)
Marc Ruiz, Jaume Comellas, Luis Velasco
Man-in-the-Middle Attacks Through Re-Shaping I-Q Optical Constellations. OFC (2023)
Luis Velasco, Mariano Devigili, Marc Ruiz
Applications of Digital Twin for Autonomous Zero-Touch Optical Networking [Invited]. ONDM (2023)
Pietro G. Giardina, Péter Szilágyi, Carla-Fabiana Chiasserini, Jose Luis Carcel, Luis Velasco, Salvatore Spadaro, Fernando Agraz, Sebastian Robitzsch, Rafael Rosales, Valerio Frascolla, Roya Doostnejad, Alejandro Calvillo, Giacomo Bernini
A hierarchical AI-based control plane solution for multi-technology deterministic networks. MobiHoc (2023)
Mariano Devigili, Marc Ruiz, Nelson Costa, Carlos Castro, Antonio Napoli, João Pedro, Luis Velasco
Extending the OCATA Digital Twin to the Frequency Domain. ICTON (2023)
Luis Velasco, Pol González, Marc Ruiz
An Intelligent Optical Telemetry Architecture. OFC (2023)
Davide Careglio, Marc Ruiz, Luis Velasco
Disaggregated Delay Modeling in Multidomain Networks. ICTON (2023)
Luis Velasco, Sima Barzegar, Marc Ruiz
Using a SNR Digital Twin for Failure Management. ICTON (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)
Ahmad El Sayed, Marc Ruiz, Hassan Harb, Luis Velasco
Comparison of Statistical and Machine Learning-Based Approaches for Telemetry Data Size Reduction. ICTON (2023)
Luis Velasco, Sima Barzegar, Marc Ruiz
Is Intelligence the Answer to Deal with the 5 V's of Telemetry Data? OFC (2023)
Morteza Ahmadian, Marc Ruiz, Jaume Comellas, Luis Velasco
ML-Aided SOP Compensation to Increase Key Exchange Rate in QKD Systems. ICTON (2023)
Sima Barzegar, Marc Ruiz, Luis Velasco
Intent-Based Networking for Zero-Touch Optical Networking. ICTON (2023)
Marc Ruiz, Davide Careglio, Luis Velasco
CURSA-SQ Models for Time-Sensitive Networking. ICTON (2023)
Luis Velasco, Masab Iqbal, Marc Ruiz
Secure Optical Communications Based on Fast Cryptography. ICTON (2023)
Masab Iqbal, Morteza Ahmadian, Luis Velasco, Marc Ruiz
Reliable Quantum Communication. ICTON (2023)
Luis Velasco, Pol González, Marc Ruiz
Distributed intelligence for pervasive optical network telemetry. JOCN 15 (9) (2023)
Pol González, Luis Velasco, Marc Ruiz
A Distributed Telemetry Architecture for Optical Networks. ICTON (2023)
Fatemehsadat Tabatabaeimehr, Luis Velasco, Marc Ruiz, Hamzeh Khalili, Ramon Aparicio-Pardo
Dynamic Traffic Prediction Model Retraining for Autonomous Network Operation. ICTON (2023)
Jaume Comellas, Marc Ruiz, Luis Velasco
PILOT: A Methodology for Modeling the Performance of Packet Connections. ICTON (2023)
Sima Barzegar, Shaoxuan Wang, Marc Ruiz, Luis Velasco, Matias Richart, Alberto Castro
Coordination of Radio Access and Optical Transport. ONDM (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)
Masab Iqbal, Luis Velasco, Nelson Costa, Antonio Napoli, João Pedro, Marc Ruiz
Investigating Imperfect Cloning for Extending Quantum Communication Capabilities. Sensors 23 (18) (2023)
P. Khare, Nelson Costa, João Pedro, Antonio Napoli, Farhad Arpanaei, Jaume Comellas, Marc Ruiz, Luis Velasco
SSMS: A Split Step MultiBand Simulation Software. ICTON (2023)
Sima Barzegar, Marc Ruiz, Luis Velasco
Reinforcement Learning for Autonomous Traffic Flow Capacity Management. ICTON (2023)
Marc Ruiz, José Alberto Hernández, Marco Quagliotti, Emilio Hugues-Salas, Emilio Riccardi, Albert Rafel, Luis Velasco, Óscar González de Dios
Network traffic analysis under emerging beyond-5G scenarios for multi-band optical technology adoption. JOCN 15 (11) (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)
Shaoxuan Wang, Marc Ruiz, Luis Velasco
Optical Network Traffic Analysis under B5G/6G RAN Operation. ICTON (2023)
Hailey Shakespear-Miles, Marc Ruiz, Luis Velasco
Dynamic Subcarrier Allocation for P2MP Connections. ICTON (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)
Luis Velasco, Héctor Guerrero, Antonio Hospitaler
Can the global optimum of a combinatorial optimization problem be reliably estimated through extreme value theory? Swarm Evol. Comput. 75 (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)
H. Shakespear-Miles, M. Ruiz, A. Napoli, Luis Velasco
Dynamic Subcarrier Allocation for Multipoint-to-Point Optical Connectivity. OECC/PSC (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
How IBN can be Embedded within Optical Transport Networks. 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, Patricia Layec, Francesco Paolucci, Noboru Yoshikane
Introduction to the JOCN Special Issue on Advanced Monitoring and Telemetry in Optical Networks. JOCN 13 (10) (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)
Behnam Shariati, Jose-Juan Pedreno-Manresa, Annika Dochhan, Abubakar Siddique Muqaddas, Ramon Casellas, Óscar González de Dios, Lourdes Luque Canto, Bodo Lent, Jorge E. López de Vergara, Sergio López-Buedo, Francisco Javier Moreno, Pablo Pavón, Luis Velasco, Sai Kireet Patri, Alessio Giorgetti, Filippo Cugini, Andrea Sgambelluri, Reza Nejabati, Dimitra Simeonidou, Ralf-Peter Braun, Achim Autenrieth, Jörg-Peter Elbers, Johannes Karl Fischer, Ronald Freund
A Latency-Aware Real-Time Video Surveillance Demo: Network Slicing for Improving Public Safety. CoRR (2021)
Sima Barzegar, Marc Ruiz, Luis Velasco
Reliable and Accurate Autonomous Flow Operation based on Off-line Trained Reinforcement Learning. OFC (2021)
Behnam Shariati, Jose-Juan Pedreno-Manresa, Annika Dochhan, Abubakar Siddique Muqaddas, Ramon Casellas, Óscar González de Dios, Lourdes Luque Canto, Bodo Lent, Jorge E. López de Vergara, Sergio López-Buedo, Francisco Javier Moreno, Pablo Pavón, Luis Velasco, Sai Kireet Patri, Alessio Giorgetti, Filippo Cugini, Andrea Sgambelluri, Reza Nejabati, Dimitra Simeonidou, Ralf-Peter Braun, Achim Autenrieth, Jörg-Peter Elbers, Johannes Karl Fischer, Ronald Freund
A Latency-Aware Real-Time Video Surveillance Demo: Network Slicing for Improving Public Safety. 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)
Yvan Pointurier, Jelena Pesic, Cristina Rottondi, Luis Velasco
Introduction to the JOCN Special Issue on Machine Learning Applied to QoT Estimation in Optical Networks. JOCN 13 (4) (2021)
Luis Velasco, Marc Ruiz
Supporting Time-Sensitive and Best-Effort Traffic on a Common Metro Infrastructure. IEEE Commun. Lett. 24 (8) (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)
Daniel King, Adrian Farrel, Emiko Nishida-King, Ramon Casellas, Luis Velasco, Reza Nejabati, Andrew Lord
The dichotomy of distributed and centralized control: METRO-HAUL, when control planes collide for 5G networks. Opt. Switch. Netw. 33 (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, Danish Rafique
Fault Management Based on Machine Learning. OFC (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)
Roberto Proietti, Xiaoliang Chen, Kaiqi Zhang, Gengchen Liu, Mohammadsadegh Shamsabardeh, Alberto Castro, Luis Velasco, Zuqing Zhu, S. J. Ben Yoo
Experimental Demonstration of Machine-Learning-Aided QoT Estimation in Multi-Domain Elastic Optical Networks with Alien Wavelengths. JOCN 11 (1) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luis Velasco