An analytical model for GMPLS control plane resilience quantification. - Marc Ruiz 001; Jordi Perelló; Luis Velasco 001; Salvatore Spadaro; Jaume Comellas (IEEE Commun. Lett., 2009)

Design and Implementation of a GMPLS-Controlled Grooming-Capable Optical Transport Network. - Fernando Agraz; Luis Velasco 001; Jordi Perelló; Marc Ruiz 001; Salvatore Spadaro; Gabriel Junyent; Jaume Comellas (JOCN, 2009)

Deployment and Validation of GMPLS-Controlled Multi-layer Integrated Routing over the ASON/GMPLS CARISMA Test-bed. - Fernando Agraz; Luis Velasco 001; Jordi Perelló; Marc Ruiz 001; Salvatore Spadaro; Gabriel Junyent; Jaume Comellas (J. Networks, 2010)

Optical network net present value optimization in shared path protection environments. - Marc Ruiz 001; Luis Velasco 001; Jaume Comellas; Gabriel Junyent (DRCN, 2011)

Survivable IP/MPLS-Over-WSON Multilayer Network Optimization. - Marc Ruiz 001; Oscar Pedrola; Luis Velasco 001; Davide Careglio; Juan P. Fernández Palacios; Gabriel Junyent (JOCN, 2011)

Service and Resource Differentiation in Shared-Path Protection Environments to Maximize Network Operator's Revenues. - Luis Velasco 001; Marc Ruiz 001; Jordi Perelló; Salvatore Spadaro; Jaume Comellas (JOCN, 2011)

Design of green optical networks with signal quality guarantee. - Cicek Cavdar; Marc Ruiz 001; Paolo Monti 001; Luis Velasco 001; Lena Wosinska (ICC, 2012)

Single-path provisioning with multi-path recovery in flexgrid optical networks. - Alberto Castro; Luis Velasco 001; Marc Ruiz 001; Jaume Comellas (ICUMT, 2012)

Dynamic routing and spectrum (re)allocation in future flexgrid optical networks. - Alberto Castro; Luis Velasco 001; Marc Ruiz 001; Miroslaw Klinkowski; Juan P. Fernández Palacios; Davide Careglio (Comput. Networks, 2012)

A Linearized Statistical XPM Model for Accurate Q-factor Computation. - Marc Ruiz 001; Luis Velasco 001; Paolo Monti 001; Lena Wosinska (IEEE Commun. Lett., 2012)

CAPEX Study for a Multilayer IP/MPLS-Over-Flexgrid Optical Network. - Oscar Pedrola; Alberto Castro; Luis Velasco 001; Marc Ruiz 001; Juan P. Fernández Palacios; Davide Careglio (JOCN, 2012)

Statistical Approach for Fast Impairment-Aware Provisioning in Dynamic All-Optical Networks. - Luis Velasco 001; Amornrat Jirattigalachote; Marc Ruiz 001; Paolo Monti 001; Lena Wosinska; Gabriel Junyent (JOCN, 2012)

Modeling the routing and spectrum allocation problem for flexgrid optical networks. - Luis Velasco 001; Miroslaw Klinkowski; Marc Ruiz 001; Jaume Comellas (Photonic Netw. Commun., 2012)

Characterization, design and re-optimization on multi-layer optical networks. - Marc Ruiz 001 (2012)

A traffic intensity model for flexgrid optical network planning under dynamic traffic operation. - Marc Ruiz 001; Luis Velasco 001; Jaume Comellas; Gabriel Junyent (OFC/NFOEC, 2013)

Impact of aggregation level on the performance of dynamic lightpath adaptation under time-varying traffic. - Adrian Asensio; Miroslaw Klinkowski; Marc Ruiz 001; Víctor López 001; Alberto Castro; Luis Velasco 001; Jaume Comellas (ONDM, 2013)

A GRASP with path-relinking heuristic for the survivable IP/MPLS-over-WSON multi-layer network optimization problem. - Oscar Pedrola; Marc Ruiz 001; Luis Velasco 001; Davide Careglio; Óscar González de Dios; Jaume Comellas (Comput. Oper. Res., 2013)

Elastic Spectrum Allocation for Time-Varying Traffic in FlexGrid Optical Networks. - Miroslaw Klinkowski; Marc Ruiz 001; Luis Velasco 001; Davide Careglio; Víctor López 001; Jaume Comellas (IEEE J. Sel. Areas Commun., 2013)

Column generation algorithm for RSA problems in flexgrid optical networks. - Marc Ruiz 001; Michal Pióro; Mateusz Zotkiewicz; Miroslaw Klinkowski; Luis Velasco 001 (Photonic Netw. Commun., 2013)

Carrier SDN for flexgrid-based inter-datacenter connectivity. - Adrian Asensio; Lluis Gifre; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2014)

An in-operation planning tool architecture for flexgrid network re-optimization. - Lluis Gifre; Alberto Castro; Marc Ruiz 001; Nacho Navarro; Luis Velasco 001 (ICTON, 2014)

Valid inequalities for the routing and spectrum allocation problem in elastic optical networks. - Miroslaw Klinkowski; Michal Pioaro; Mateusz Zotkiewicz; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2014)

Minimizing energy costs in federated datacenters under uncertain green energy availability. - Marc Ruiz 001; Adrian Asensio; Luis Velasco 001 (ICTON, 2014)

Vulnerability modelling for periodical flexgrid network planning. - Marc Ruiz 001; Luis Velasco 001 (ICTON, 2014)

After Failure Repair Optimization in dynamic flexgrid optical networks. - Marc Ruiz 001; Mateusz Zotkiewicz; Alberto Castro; Miroslaw Klinkowski; Luis Velasco 001; Michal Pióro (OFC, 2014)

Carrier SDN to control flexgrid-based inter-datacenter connectivity. - Adrian Asensio; Luis Velasco 001; Marc Ruiz 001; Gabriel Junyent (ONDM, 2014)

Planning fixed to flexgrid gradual migration: drivers and open issues. - Marc Ruiz 001; Luis Velasco 001; Andrew Lord; Daniel Fonseca; Michal Pióro; Roland Wessäly; Juan P. Fernández Palacios (IEEE Commun. Mag., 2014)

Performance Evaluation of Light-Tree Schemes in Flexgrid Optical Networks. - Marc Ruiz 001; Luis Velasco 001 (IEEE Commun. Lett., 2014)

Dynamic customer virtual network reconfiguration with QoS constraints and bandwidth guarantees. - Adrian Asensio; Marc Ruiz 001; Luis M. Contreras 001; Luis Velasco 001; Gabriel Junyent (ECOC, 2015)

Optimizing link spectrum occupancy in elastic optical networks. - Jaume Comellas; Marc Ruiz 001; Gabriel Junyent (HPSR, 2015)

Routing and Scheduled Spectrum Allocation for transfer-based datacenter connections. - Adrian Asensio; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2015)

Using spectrum management techniques to differentiate services in Elastic Optical Networks. - Jaume Comellas; Adrian Asensio; Marc Ruiz 001; Gabriel Junyent; Luis Velasco 001 (ICTON, 2015)

iONE: An environment for experimentally assessing in-operation network planning algorithms. - Lluis Gifre; Nacho Navarro; Adria Asensio; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2015)

Comparing single layer and multilayer approaches to serve multicast requests on flexgrid networks. - Lluis Gifre; Marc Ruiz 001; Adria Asensio; Luis Velasco 001 (ICTON, 2015)

Spectrum allocation problem in elastic optical networks - a branch-and-price approach. - Miroslaw Klinkowski; Michal Pióro; Mateusz Zotkiewicz; Krzysztof Walkowiak; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2015)

Scalability of telecom cloud architectures for live-TV distribution. - Adrian Asensio; Luis M. Contreras 001; Marc Ruiz 001; Víctor López 001; Luis Velasco 001 (OFC, 2015)

Orchestrating virtual machine migrations in telecom clouds. - Joaquim Barrera; Marc Ruiz 001; Luis Velasco 001 (OFC, 2015)

Serving Multicast Requests on Single-Layer and Multilayer Flexgrid Networks. - Marc Ruiz 001; Luis Velasco 001 (JOCN, 2015)

Reoptimization of Dynamic Flexgrid Optical Networks After Link Failure Repairs. - Mateusz Zotkiewicz; Marc Ruiz 001; Miroslaw Klinkowski; Michal Pióro; Luis Velasco 001 (JOCN, 2015)

Orchestrating connectivity services to support elastic operations in datacenter federations. - Adrian Asensio; Marc Ruiz 001; Luis Velasco 001 (Photonic Netw. Commun., 2015)

Bitrate guarantees strategies for customer virtual networks dynamic reconfiguration. - Adrian Asensio; Marc Ruiz 001; Luis Velasco 001 (DRCN, 2016)

Connectivity requirements for cloud-based services. - Adrian Asensio; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2016)

Big data analytics for the virtual network topology reconfiguration use case. - Lluis Gifre; Fernando Morales; Luis Velasco 001; Marc Ruiz 001 (ICTON, 2016)

Modulation format-aware restoration and re-optimization in Flexgrid optical networks. - Lluis Gifre; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2016)

Incremental capacity planning in optical transport networks based on periodic performance metrics. - Fernando Morales; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2016)

Traffic generation for telecom cloud-based simulation. - Alba P. Vela; Anna Via; Fernando Morales; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2016)

Virtual network topology reconfiguration based on big data analytics for traffic prediction. - Fernando Morales; Marc Ruiz 001; Luis Velasco 001 (OFC, 2016)

Design and re-optimization algorithms for elastic optical networks. - Luis Velasco 001; Marc Ruiz 001 (OFC, 2016)

Study of the centralization level of optical network-supported Cloud RAN. - Adrian Asensio; Poompat Saengudomlert; Marc Ruiz 001; Luis Velasco 001 (ONDM, 2016)

Big Data-backed video distribution in the telecom cloud. - Marc Ruiz 001; M. Germán; Luis M. Contreras 001; Luis Velasco 001 (Comput. Commun., 2016)

Dynamic Virtual Network Connectivity Services to Support C-RAN Backhauling. - Adrian Asensio; Marc Ruiz 001; Luis M. Contreras 001; Luis Velasco 001 (JOCN, 2016)

Solving Large Instances of the RSA Problem in Flexgrid Elastic Optical Networks. - Miroslaw Klinkowski; Mateusz Zotkiewicz; Krzysztof Walkowiak; Michal Pióro; Marc Ruiz 001; Luis Velasco 001 (JOCN, 2016)

On-Demand Incremental Capacity Planning in Optical Transport Networks. - Luis Velasco 001; Fernando Morales; Lluís Gifre; Alberto Castro; Óscar González de Dios; Marc Ruiz 001 (JOCN, 2016)

Partial Signal Overlap with Cancellation-based Detection for Spectrally-efficient EONs. - Filippo Cugini; Marc Ruiz 001; Tommaso Foggi; Luis Velasco 001; Piero Castoldi (ECOC, 2017)

Experimental Assessment of a Flow Controller for Dynamic Metro-Core Predictive Traffic Models Estimation. - Fernando Morales; Lluis Gifre; Francesco Paolucci; Marc Ruiz 001; Filippo Cugini; Luis Velasco 001; Piero Castoldi (ECOC, 2017)

Dynamic Virtual Network connectivity for C-RAN backhauling. - Adrian Asensio; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2017)

Experimental assessment of Big Data-backed video distribution in the telecom cloud. - Lluis Gifre; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2017)

Adapting the virtual network topology to near future traffic. - Fernando Morales; Paola Festa; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2017)

Data analytics based origin-destination core traffic modelling. - Fernando Morales; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2017)

Combining a machine learning and optimization for early pre-FEC BER degradation to meet committed QoS. - Alba P. Vela; Marc Ruiz 001; Filippo Cugini; Luis Velasco 001 (ICTON, 2017)

Bringing data analytics to the network nodes for efficient traffic anomalies detection. - Alba P. Vela; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2017)

Signal overlap for efficient 1+1 protection in elastic optical networks (EONs). - Filippo Cugini; Nicola Sambo; Tommaso Foggi; Marc Ruiz 001; Luis Velasco 001; Piero Castoldi (OFC, 2017)

Experimental assessment of degradation-triggered reconfiguration in optically interconnected cloud-RAN. - Lluis Gifre; Marc Ruiz 001; Alberto Castro; Roberto Proietti; S. J. Ben Yoo; Luis Velasco 001 (OFC, 2017)

Experimental assessment of node and control architectures to support the observe-analyze-act loop. - Lluis Gifre; Alba P. Vela; Marc Ruiz 001; Jorge E. López de Vergara; Luis Velasco 001 (OFC, 2017)

Core VNT adaptation based on the aggregated metro-flow traffic model prediction. - Fernando Morales; Marc Ruiz 001; Luis Velasco 001 (OFC, 2017)

Early pre-FEC BER degradation detection to meet committed QoS. - Alba P. Vela; Marc Ruiz 001; Francesco Fresi; Nicola Sambo; Filippo Cugini; Luis Velasco 001; Piero Castoldi (OFC, 2017)

Distributing data analytics for efficient multiple traffic anomalies detection. - Alba P. Vela; Marc Ruiz 001; Luis Velasco 001 (Comput. Commun., 2017)

Dedicated Protection With Signal Overlap in Elastic Optical Networks. - Filippo Cugini; Marc Ruiz 001; Tommaso Foggi; Luis Velasco 001; Nicola Sambo; Piero Castoldi (JOCN, 2017)

Dynamic Core VNT Adaptability Based on Predictive Metro-Flow Traffic Models. - Fernando Morales; Lluís Gifre; Francesco Paolucci; Marc Ruiz 001; Filippo Cugini; Piero Castoldi; Luis Velasco 001 (JOCN, 2017)

Virtual Network Topology Adaptability Based on Data Analytics for Traffic Prediction. - Fernando Morales; Marc Ruiz 001; Lluís Gifre; Luis M. Contreras 001; Víctor López 001; Luis Velasco 001 (JOCN, 2017)

Meeting the Requirements to Deploy Cloud RAN Over Optical Networks. - Luis Velasco 001; Alberto Castro; Adrià Asensio; Marc Ruiz 001; Gengchen Liu; Chuan Qin 010; Roberto Proietti; S. J. Ben Yoo (JOCN, 2017)

Autonomic Transmission Through pre-FEC BER Degradation Prediction Based on SOP Monitoring. - Behnam Shariati; Fabien Boitier; Marc Ruiz 001; Patricia Layec; Luis Velasco 001 (ECOC, 2018)

CASTOR: A Monitoring and Data Analytics Framework to Help Operators Understand what is Going on in their Networks. - Alba P. Vela; Lluis Gifre; Óscar González de Dios; Marc Ruiz 001; Luis Velasco 001 (ECOC, 2018)

CASTOR: A Monitoring and Data Analytics Architecture to Support Autonomic Domain and Slice Networking. - Lluis Gifre; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2018)

Performance Evaluation of the VNT Reconfiguration Algorithm Based on Traffic Prediction. - Fernando Morales; Paola Festa; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2018)

Metro-Flow Traffic Modelling for Cognitive Adaptation of Core Virtual Network Topologies. - Fernando Morales; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2018)

Anticipating BER Degradation in Optical Networks. - Alba P. Vela; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2018)

Examples of Machine Learning Algorithms for Optical Network Control and Management. - Alba P. Vela; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2018)

Soft Failure Localization in Elastic Optical Networks. - Alba P. Vela; Behnam Shariati; Marc Ruiz 001; Jaume Comellas; Luis Velasco 001 (ICTON, 2018)

Flexible Fog Computing and Telecom Architecture for 5G Networks. - Luis Velasco 001; Marc Ruiz 001 (ICTON, 2018)

Real-time Spectrum Surveillance in Filterless Optical Networks. - Behnam Shariati; Marc Ruiz 001; Andrea Sgambelluri; Filippo Cugini; Luis Velasco 001 (OFC, 2018)

Applying Data Visualization for Failure Localization. - Alba P. Vela; Marc Ruiz 001; Luis Velasco 001 (OFC, 2018)

Learning from the Optical Spectrum: Soft-Failure Identification and Localization [Invited]. - Luis Velasco 001; Behnam Shariati; Alba P. Vela; Jaume Comellas; Marc Ruiz 001 (OFC, 2018)

Monitoring and data analytics: Analyzing the optical spectrum for soft-failure detection and identification. - Behnam Shariati; Alba P. Vela; Marc Ruiz 001; Luis Velasco 001 (ONDM, 2018)

Autonomic Disaggregated Multilayer Networking. - Lluís Gifre; José Luis Izquierdo-Zaragoza; Marc Ruiz 001; Luis Velasco 001 (JOCN, 2018)

CURSA-SQ: A Methodology for Service-Centric Traffic Flow Analysis. - Marc Ruiz 001; Franco Coltraro; Luis Velasco 001 (JOCN, 2018)

Soft Failure Localization During Commissioning Testing and Lightpath Operation. - Alba P. Vela; Behnam Shariati; Marc Ruiz 001; Filippo Cugini; Alberto Castro; Hongbo Lu; Roberto Proietti; Jaume Comellas; Piero Castoldi; S. J. Ben Yoo; Luis Velasco 001 (JOCN, 2018)

Adaptation of the Residual Signal for Filter Failure Detection in Scenarios with Multiple Filter Types. - Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2019)

Generation and Analysis of Service-Based Traffic Flows. - Alvaro Bernal; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2019)

Interfaces for Monitoring and Data Analytics Systems. - Lluís Gifre; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2019)

Smart Filterless Optical Networks Based on Optical Spectrum Analysis. - Marc Ruiz 001; Andrea Sgambelluri; Filippo Cugini; Luis Velasco 001 (ICTON, 2019)

Feature-Based Optical Spectrum Monitoring for Failure Detection and Identification. - Behnam Shariati; Marc Ruiz 001; Jaume Comellas; Luis Velasco 001 (ICTON, 2019)

Distributed and Centralized Options for Self-Learning. - Fatemehsadat Tabatabaeimehr; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2019)

Visualization Tools For Enhancing Failure Localization. - Alba P. Vela; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2019)

Autonomous Operations in Optical Networks. - Alba P. Vela; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2019)

Autonomic Content Delivery Network Service. - Luis Velasco 001; Lluís Gifre; Marc Ruiz 001 (ICTON, 2019)

Monitoring and Data Analytics for Optical Networking. - Luis Velasco 001; Marc Ruiz 001 (ICTON, 2019)

Autonomic NFV Network Services on Top of Disaggregated Optical Metro Networks. - Pau R. Esmenats; Ramon Casellas; Lluis Gifre; Alba P. Vela; Marc Ruiz 001; Ricardo Martínez 001; Luis Velasco 001 (OFC, 2019)

Self-Learning Approaches for Real Optical Networks. - Marc Ruiz 001; Fabien Boitier; Patricia Layec; Luis Velasco 001 (OFC, 2019)

Optical Signal Tracking for Robust PAM4 Deployment in Filterless Metro Network Scenarios. - Behnam Shariati; Francesco Fresi; Marc Ruiz 001; Filippo Cugini; Luis Velasco 001 (OFC, 2019)

Out-of-Field Generic ML Training with In-Field Specific Adaptation to Facilitate ML Deployments. - Behnam Shariati; Marc Ruiz 001; Luis Velasco 001 (OFC, 2019)

Learning Life Cycle to Speed Up Autonomic Optical Transmission and Networking Adoption. - Luis Velasco 001; Behnam Shariati; Fabien Boitier; Patricia Layec; Marc Ruiz 001 (JOCN, 2019)

Monitoring and Data Analytics for Optical Networking: Benefits, Architectures, and Use Cases. - Luis Velasco 001; Marc Ruiz 001; Filippo Cugini; Ramon Casellas; Anna Chiado Piat; O. Gonzlez; Andrew Lord; Antonio Napoli; Patricia Layec; Danish Rafique; Antonio D'Errico; Daniel King (IEEE Netw., 2019)

A control and management architecture supporting autonomic NFV services. - Luis Velasco 001; Ramon Casellas; Sergio Llana; Lluis Gifre; Ricardo Martínez 001; Ricard Vilalta; Raul Muñoz 001; Marc Ruiz 001 (Photonic Netw. Commun., 2019)

Reinforcement Learning -based Autonomous Multilayer Network Operation. - Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (ECOC, 2020)

Supporting Beyond 5G Applications by Coordinating AI-based Intent Operation. An Example for Multilayer Metro Networks. - Fatemehsadat Tabatabaeimehr; Marc Ruiz 001; Luis Velasco 001 (ECOC, 2020)

Soft-Failure Localization and Time-Dependent Degradation Detection for Network Diagnosis. - Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2020)

Monitoring and Data Analytics-Triggered Reconfiguration in Partially Disaggregated Optical Networks. - Lluis Gifre; Fabien Boitier; Camille Delezoide; Marc Ruiz 001; Marta Buffa; Annalisa Morea; Ramon Casellas; Luis Velasco 001; Patricia Layec (ICTON, 2020)

End-To-End KPI Analysis in Converged Fixed-Mobile Networks. - Marc Ruiz 001; Matias Richart; Alberto Castro; Luis Velasco 001 (ICTON, 2020)

Optical Network Automation [Invited Tutorial]. - Luis Velasco 001; Marc Ruiz 001 (ICTON, 2020)

Knowledge Management in Optical Networks. - Luis Velasco 001; Fatemehsadat Tabatabaeimehr; Marc Ruiz 001 (ICTON, 2020)

Soft-Failure Localization and Device Working Parameters Estimation in Disaggregated Scenarios. - Sima Barzegar; Emanuele Virgillito; Marc Ruiz 001; Alessio Ferrari 002; Antonio Napoli; Vittorio Curri; Luis Velasco 001 (OFC, 2020)

Demonstration of Monitoring and Data Analytics-Triggered Reconfiguration in Partially Disaggregated Optical Networks. - Lluis Gifre; Fabien Boitier; Camille Delezoide; Marc Ruiz 001; Marta Buffa; Annalisa Morea; Ramon Casellas; Luis Velasco 001; Patricia Layec (OFC, 2020)

Near real-time estimation of end-to-end performance in converged fixed-mobile networks. - Alvaro Bernal; Matias Richart; Marc Ruiz 001; Alberto Castro; Luis Velasco 001 (Comput. Commun., 2020)

Supporting Time-Sensitive and Best-Effort Traffic on a Common Metro Infrastructure. - Luis Velasco 001; Marc Ruiz 001 (IEEE Commun. Lett., 2020)

Knowledge management in optical networks: architecture, methods, and use cases [Invited]. - Marc Ruiz 001; Fatemehsadat Tabatabaeimehr; Luis Velasco 001 (JOCN, 2020)

Predictive autonomic transmission for low-cost low-margin metro optical networks. - Marc Ruiz 001; Fabien Boitier; Behnam Shariati; Patricia Layec; Luis Velasco 001 (Photonic Netw. Commun., 2020)

Real-time optical spectrum monitoring in filterless optical metro networks. - Behnam Shariati; Marc Ruiz 001; Francesco Fresi; Andrea Sgambelluri; Filippo Cugini; Luis Velasco 001 (Photonic Netw. Commun., 2020)

An Autoencoder-Based Solution for IQ Constellation Analysis. - Marc Ruiz 001; Javier Morales; Diogo Gonçalo Sequeira; Luis Velasco 001 (ECOC, 2021)

Lightweight Optical Constellation Modeling by Concatenating Artificial Neural Networks. - Diogo Gonçalo Sequeira; Marc Ruiz 001; Nelson Costa; Antonio Napoli; João Pedro 001; Luis Velasco 001 (ECOC, 2021)

Implementing a Machine Learning Function Orchestration. - Axel Wassington; Luis Velasco 001; Lluis Gifre; Marc Ruiz 001 (ECOC, 2021)

Reliable and Accurate Autonomous Flow Operation based on Off-line Trained Reinforcement Learning. - Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (OFC, 2021)

Combining Long-Short Term Memory and Reinforcement Learning for Improved Autonomous Network Operation. - Fatemehsadat Tabatabaeimehr; Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (OFC, 2021)

End-to-End Intent-Based Networking. - Luis Velasco 001; Marco Signorelli; Óscar González de Dios; Chrysa Papagianni; Roberto Bifulco; Juan Jose Vegas Olmos; Simon Pryor; Gino Carrozzo; Julius Schulz-Zander; Mehdi Bennis; Ricardo Martínez 001; Filippo Cugini; et al. (IEEE Commun. Mag., 2021)

Autonomous and Energy Efficient Lightpath Operation Based on Digital Subcarrier Multiplexing. - Luis Velasco 001; Sima Barzegar; Diogo Gonçalo Sequeira; Alessio Ferrari 002; Nelson Costa; Vittorio Curri; João Pedro 001; Antonio Napoli; Marc Ruiz 001 (IEEE J. Sel. Areas Commun., 2021)

Packet Flow Capacity Autonomous Operation Based on Reinforcement Learning. - Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (Sensors, 2021)

Soft-Failure Detection, Localization, Identification, and Severity Prediction by Estimating QoT Model Input Parameters. - Sima Barzegar; Marc Ruiz 001; Andrea Sgambelluri; Filippo Cugini; Antonio Napoli; Luis Velasco 001 (IEEE Trans. Netw. Serv. Manag., 2021)

Cooperative Learning for Disaggregated Delay Modeling in Multidomain Networks. - Fatemehsadat Tabatabaeimehr; Marc Ruiz 001; Che-Yu Liu; Xiaoliang Chen; Roberto Proietti; S. J. Ben Yoo; Luis Velasco 001 (IEEE Trans. Netw. Serv. Manag., 2021)

Dynamic and Efficient Point-to-Point and Point-to-Multipoint Communications by Slicing the Optical Constellation. - Masab Iqbal; Marc Ruiz 001; Nelson Costa; Antonio Napoli; João Pedro 001; Luis Velasco 001 (OFC, 2022)

Quantum Bit Retransmission Using Universal Quantum Copying Machine. - Masab Iqbal; Luis Velasco 001; Marc Ruiz 001; Antonio Napoli; João Pedro 001; Nelson Costa (ONDM, 2022)

Distributed and Autonomous Flow Routing Based on Deep Reinforcement Learning. - Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (OECC/PSC, 2022)

Dynamic Subcarrier Allocation for Multipoint-to-Point Optical Connectivity. - Hailey Shakespear-Miles; Marc Ruiz 001; Antonio Napoli; Luis Velasco 001 (OECC/PSC, 2022)

Demonstration of latency-aware 5G network slicing on optical metro networks. - Behnam Shariati; Luis Velasco 001; 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; et al. (CoRR, 2022)

LPsec: a fast and secure cryptographic system for optical connections. - Masab Iqbal; Luis Velasco 001; Nelson Costa; Antonio Napoli; João Pedro 001; Marc Ruiz 001 (JOCN, 2022)

Deep learning-based real-time analysis of lightpath optical constellations [Invited]. - Marc Ruiz 001; Diogo Gonçalo Sequeira; Luis Velasco 001 (JOCN, 2022)

Demonstration of latency-aware 5G network slicing on optical metro networks. - Behnam Shariati; Luis Velasco 001; 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-Muro; et al. (JOCN, 2022)

Intent-based networking and its application to optical networks [Invited Tutorial]. - Luis Velasco 001; Sima Barzegar; Fatemehsadat Tabatabaeimehr; Marc Ruiz 001 (JOCN, 2022)

Accurate Low Complex Modulation Format and Symbol Rate Identification for Autonomous Lightpath Operation. - Diogo Gonçalo Sequeira; Marc Ruiz 001; Nelson Costa; Antonio Napoli; João Pedro 001; Luis Velasco 001 (Sensors, 2022)

ML-Aided SOP Compensation to Increase Key Exchange Rate in QKD Systems. - Morteza Ahmadian; Marc Ruiz 001; Jaume Comellas; Luis Velasco 001 (ICTON, 2023)

Reinforcement Learning for Autonomous Traffic Flow Capacity Management. - Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2023)

Intent-Based Networking for Zero-Touch Optical Networking. - Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2023)

Disaggregated Delay Modeling in Multidomain Networks. - Davide Careglio; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2023)

PILOT: A Methodology for Modeling the Performance of Packet Connections. - Jaume Comellas; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2023)

Extending the OCATA Digital Twin to the Frequency Domain. - Mariano Devigili; Marc Ruiz 001; Nelson Costa; Carlos Castro; Antonio Napoli; João Pedro 001; Luis Velasco 001 (ICTON, 2023)

A Distributed Telemetry Architecture for Optical Networks. - Pol González; Luis Velasco 001; Marc Ruiz 001 (ICTON, 2023)

Reliable Quantum Communication. - Masab Iqbal; Morteza Ahmadian; Luis Velasco 001; Marc Ruiz 001 (ICTON, 2023)

SSMS: A Split Step MultiBand Simulation Software. - Prasunika Khare; Nelson Costa; João Pedro 001; Antonio Napoli; Farhad Arpanaei; Jaume Comellas; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2023)

CURSA-SQ Models for Time-Sensitive Networking. - Marc Ruiz 001; Davide Careglio; Luis Velasco 001 (ICTON, 2023)

Comparison of Statistical and Machine Learning-Based Approaches for Telemetry Data Size Reduction. - Ahmad El Sayed; Marc Ruiz 001; Hassan Harb; Luis Velasco 001 (ICTON, 2023)

Dynamic Subcarrier Allocation for P2MP Connections. - Hailey Shakespear-Miles; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2023)

Dynamic Traffic Prediction Model Retraining for Autonomous Network Operation. - Fatemehsadat Tabatabaeimehr; Luis Velasco 001; Marc Ruiz 001; Hamzeh Khalili; Ramon Aparicio-Pardo (ICTON, 2023)

Using a SNR Digital Twin for Failure Management. - Luis Velasco 001; Sima Barzegar; Marc Ruiz 001 (ICTON, 2023)

Secure Optical Communications Based on Fast Cryptography. - Luis Velasco 001; Masab Iqbal; Marc Ruiz 001 (ICTON, 2023)

Optical Network Traffic Analysis under B5G/6G RAN Operation. - Shaoxuan Wang; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2023)

Degradation Detection and Severity Estimation by Exploiting an Optical Time and Frequency Digital Twin. - Mariano Devigili; Marc Ruiz 001; Sima Barzegar; Nelson Costa; Antonio Napoli; João Pedro 001; Luis Velasco 001 (OFC, 2023)

Distributed Architecture Supporting Intelligent Optical Measurement Aggregation and Streaming Event Telemetry. - Pol González; Ramon Casellas; Jose-Juan Pedreno-Manresa; Achim Autenrieth; Fabien Boitier; Behnam Shariati; Johannes K. Fischer; Marc Ruiz 001; Jaume Comellas; Luis Velasco 001 (OFC, 2023)

Man-in-the-Middle Attacks Through Re-Shaping I-Q Optical Constellations. - Marc Ruiz 001; Jaume Comellas; Luis Velasco 001 (OFC, 2023)

Is Intelligence the Answer to Deal with the 5 V's of Telemetry Data? - Luis Velasco 001; Sima Barzegar; Marc Ruiz 001 (OFC, 2023)

An Intelligent Optical Telemetry Architecture. - Luis Velasco 001; Pol González; Marc Ruiz 001 (OFC, 2023)

On Real-time Optical Subcarrier Management in P2MP Networks with Mixed-strategy Gaming. - Qian Wang; Hailey Shakespear-Miles; Xiaoliang Chen; Marc Ruiz 001; Zhaohui Li; Luis Velasco 001 (OFC, 2023)

Coordination of Radio Access and Optical Transport. - Sima Barzegar; Shaoxuan Wang; Marc Ruiz 001; Luis Velasco 001; Matias Richart; Alberto Castro (ONDM, 2023)

Applications of Digital Twin for Autonomous Zero-Touch Optical Networking [Invited]. - Luis Velasco 001; Mariano Devigili; Marc Ruiz 001 (ONDM, 2023)

Network traffic analysis under emerging beyond-5G scenarios for multi-band optical technology adoption. - Marc Ruiz 001; José Alberto Hernández 001; Marco Quagliotti; Emilio Hugues-Salas; Emilio Riccardi; Albert Rafel; Luis Velasco 001; Óscar González de Dios (JOCN, 2023)

OCATA: a deep-learning-based digital twin for the optical time domain. - Diogo Gonçalo Sequeira; Marc Ruiz 001; Nelson Costa; Antonio Napoli; João Pedro 001; Luis Velasco 001 (JOCN, 2023)

Distributed intelligence for pervasive optical network telemetry. - Luis Velasco 001; Pol González; Marc Ruiz 001 (JOCN, 2023)

Deep Learning-Based Adaptive Compression and Anomaly Detection for Smart B5G Use Cases Operation. - Ahmad El Sayed; Marc Ruiz 001; Hassan Harb; Luis Velasco 001 (Sensors, 2023)

Supporting Heterogenous Traffic on Top of Point-to-Multipoint Light-Trees. - Masab Iqbal; Luis Velasco 001; Marc Ruiz 001; Nelson Costa; Antonio Napoli; João Pedro 001; Jaume Comellas (Sensors, 2023)

Investigating Imperfect Cloning for Extending Quantum Communication Capabilities. - Masab Iqbal; Luis Velasco 001; Nelson Costa; Antonio Napoli; João Pedro 001; Marc Ruiz 001 (Sensors, 2023)

Demonstration of Classical and Hybrid Solutions for Lightpath Security Using Quantum Keys. - Morteza Ahmadian; Jaime S. Buruaga; Rubén B. Mendez; Juan Pedro Brito; Antonio Pastor 001; José Manuel Rivas-Moscoso; Jaume Comellas; Marc Ruiz 001; Vicente Martín; Luis Velasco 001 (ICTON, 2024)

Augmented Reality App with AI-based Pervasive Latency Monitoring of RAN and Programmable Metro Packet-Optical Networks. - Faris Alhamed; M. Guaitolini; Pol González; R. Berozashvili; Layal Ismail; Hailey Shakespear-Miles; Sima Barzegar; Luis Velasco 001; Marc Ruiz 001; J. J. Vegas Olmos; Andrea Sgambelluri; Francesco Paolucci (ICTON, 2024)

Autonomous Flow Routing Based on Deep Reinforcement Learning. - Sima Barzegar; Hailey Shakespear-Miles; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2024)

Deployment of Genuine Multi-Agent Pipelines for Near-Real-Time Control of 6G Network Services. - Pol González; M. Angoustures; A. Zahir; Sima Barzegar; Marc Ruiz 001; Milan Groshev; V. Lefebvre; Luis Velasco 001 (ICTON, 2024)

Deployment of Multi-Agent System Pipelines for Near-Real-Time Operation of 6G Network Services. - Pol González; Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2024)

Towards Zero-Touch Optical Multiband Networking with the OCATA Optical Time Domain Digital Twin. - Prasunika Khare; Sadegh Ghasrizadeh; Mariano Devigili; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2024)

Demonstration of Integrated Control Plane for Service Flow Provisioning in Time Sensitive Networks. - Marc Ruiz 001; Albert Pagès; F. J. Moreno; A. Buendía; Fernando Agraz; Salvatore Spadaro; Luis Velasco 001 (ICTON, 2024)

Distributed Network Control for QoS Assurance in MultiDomain Networks. - Hailey Shakespear-Miles; Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2024)

Provisioning of Time-Sensitive and non-Time-Sensitive Flows on a Common Infrastructure. - Luis Velasco 001; Marc Ruiz 001 (ICTON, 2024)

Smart Operation of 6G RAN supported by Autonomous Transport Networks. - Shaoxuan Wang; Marc Ruiz 001; Luis Velasco 001 (ICTON, 2024)

Provisioning of Time-Sensitive and non-Time-Sensitive Flows: from Control to Data Plane. - Luis Velasco 001; Gianluca Graziadei; Youssef El-Kaisi; Javier Villares; Olga Muñoz; J. Vidal; Marc Ruiz 001 (IFIP Networking, 2024)

Experimental Demonstration of Optical Encryption Using Quantum Keys: Two Scenarios. - Morteza Ahmadian; Rafael J. Vicente; Juan Pedro Brito; Álvaro López García; Antonio Pastor 001; José Manuel Rivas-Moscoso; Jaume Comellas; Marc Ruiz 001; Vicente Martín; Luis Velasco 001 (OFC, 2024)

Extending the OCATA Digital Twin for Optical Connections based on Digital Subcarrier Multiplexing. - Mariano Devigili; Diogo Gonçalo Sequeira; Marc Ruiz 001; Nelson Costa; Carlos Castro; Antonio Napoli; João Pedro 001; Luis Velasco 001 (OFC, 2024)

Distributed Multi-Agent System fed with Telemetry Data for Near-Real-Time Service Operation. - Pol González; Faris Alhamed; Sima Barzegar; Francesco Paolucci; Juan Jose Vegas Olmos; Marc Ruiz 001; Luis Velasco 001 (OFC, 2024)

Deployment of Secure Machine Learning Pipelines for Near-Real-Time Control of 6G Network Services. - Pol González; Adam Zahir; Chiara Grasselli; Alejandro Muñiz; Milan Groshev; Sima Barzegar; Franco Callegati; Davide Careglio; Marc Ruiz 001; Luis Velasco 001 (OFC, 2024)

Privacy Preserving Digital Twin Knowledge Sharing for Multi-domain Networks. - Marc Ruiz 001; Luis Velasco 001 (OFC, 2024)

Near Real-Time Autonomous Multi-Flow Routing with Dynamic Optical Bypass Management. - Sima Barzegar; Hailey Shakespear-Miles; Faris Alhamed; Francesco Paolucci; Pol González; Marc Ruiz 001; Luis Velasco 001 (ONDM, 2024)

Using the OCATA Digital Twin to Improve QoT of Optical Connections in Multiband Optical Networks. - Sadegh Ghasrizadeh; Prasunika Khare; Marc Ruiz 001; Luis Velasco 001 (ONDM, 2024)

The logistic queue model: theoretical properties and performance evaluation. - Franco Coltraro; Marc Ruiz 001; Luis Velasco 001 (CoRR, 2024)

Applications of the OCATA time domain digital twin: from QoT estimation to failure management. - Mariano Devigili; Marc Ruiz 001; Nelson Costa; Carlos Castro; Antonio Napoli; João Pedro 001; Luis Velasco 001 (J. Opt. Commun. Netw., 2024)

Context-Based e2e Autonomous Operation in B5G Networks. - Shaoxuan Wang; Marc Ruiz 001; Luis Velasco 001 (Sensors, 2024)

Autonomous Flow Routing for Near Real-Time Quality of Service Assurance. - Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (IEEE Trans. Netw. Serv. Manag., 2024)

Centralized and distributed approaches to control optical point-to-multipoint systems near-real-time. - Hailey Shakespear-Miles; Q. Lin; Sima Barzegar; Marc Ruiz 001; Xiaoliang Chen; Luis Velasco 001 (J. Opt. Commun. Netw., 2024)

Data for Autonomous Flow Routing for Near Real-Time Quality of Service Assurance. - Sima Barzegar; Marc Ruiz 001; Luis Velasco 001 (Zenodo, 2024)

Near-real-time 6G service operation enabled by distributed intelligence and in-band telemetry. - Pol González; Faris Alhamed; Hailey Shakespear-Miles; Sima Barzegar; Francesco Paolucci; Andrea Sgambelluri; J. J. Vegas Olmos; Marc Ruiz 001; Luis Velasco 001 (J. Opt. Commun. Netw., 2025)

Provisioning of Time-Sensitive and Non-Time-Sensitive Flows With Assured Performance. - Luis Velasco 001; Gianluca Graziadei; Sima Barzegar; Marc Ruiz 001 (IEEE Trans. Netw. Serv. Manag., 2025)