Ramón J. Durán

Orcid: 0000-0003-1423-1646

According to our database1, Ramón J. Durán authored at least 93 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Emerging Technologies in Edge Computing and Networking.
Sensors, February, 2024

Joint fiber and MEC deployment for sparsely populated areas.
J. Opt. Commun. Netw., January, 2024

2023
Guest Editorial: Machine learning applied to quality and security in software systems.
IET Softw., August, 2023

A comprehensive survey on reinforcement-learning-based computation offloading techniques in Edge Computing Systems.
J. Netw. Comput. Appl., July, 2023

Guest Editorial Special Issue on Computational Intelligence to Edge AI for Ubiquitous IoT Systems.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2023

A Novel GAPG Approach to Automatic Property Generation for Formal Verification: The GAN Perspective.
ACM Trans. Multim. Comput. Commun. Appl., January, 2023

TSMAE: A Novel Anomaly Detection Approach for Internet of Things Time Series Data Using Memory-Augmented Autoencoder.
IEEE Trans. Netw. Sci. Eng., 2023

Guest Editorial Special Issue on Multi-Modal Biomedical Computing-Deep Transfer Learning.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Software defined networking agent demonstration to enable configuration and management of XGS-PON architectures.
JOCN, 2023

Migration of elastic optical networks to the C + L-bands subject to a partial upgrade of the number of erbium-doped fiber amplifiers.
JOCN, 2023

An ILP Formulation for Partially Upgrading Elastic Optical Networks to Multi-Band.
Proceedings of the International Conference on Optical Network Design and Modeling, 2023

Distributed Task Offloading in MEC Networks for Temporary Peaks in Demand.
Proceedings of the IEEE Latin-American Conference on Communications, 2023

RSU Placement Considering V2X Services Requirements and Available Radio Resources.
Proceedings of the 33rd International Telecommunication Networks and Applications Conference, 2023

Efficient Optimization of Actor-Critic Learning for Constrained Resource Orchestration in RAN with Network Slicing.
Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, 2023

5G Radio Resource Allocation for Communication and Computation Offloading.
Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

Performance Evaluation of TI-LFA in Traffic-Engineered Segment Routing-Based Networks.
Proceedings of the 19th International Conference on the Design of Reliable Communication Networks, 2023

Efficient Protected VNF Placement and MEC Location Selection for Dynamic Service Provisioning in 5G Networks.
Proceedings of the Distributed Computing and Artificial Intelligence, 2023

A Framework for Next Generation Cloud-Native SDN Cognitive Resource Orchestrator for IoTs (NG2CRO).
Proceedings of the Distributed Computing and Artificial Intelligence, 2023

Multi-band Elastic Optical Networks: Overview and Recent Contributions from the IoTalentum Project.
Proceedings of the Distributed Computing and Artificial Intelligence, 2023

2022
Collaborative Learning-Based Industrial IoT API Recommendation for Software-Defined Devices: The Implicit Knowledge Discovery Perspective.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Guest editorial: Smart communications and networking: architecture, applications, and future challenges.
IET Commun., 2022

Guest Editorial: Deep Learning in Open-Source Software Ecosystems.
Autom. Softw. Eng., 2022

A testbed for CCAM services supported by edge computing, and use case of computation offloading.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

Improving Joint Planning of MEC and Fiber Deployment with Duct and Optical Cable Sharing.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Enabling Road Side Units with Optical Access Networks: Planning and Techno-Economic Analysis.
Proceedings of the 32nd International Telecommunication Networks and Applications Conference, 2022

Dynamic Online VNF Placement with Different Protection Schemes in a MEC Environment.
Proceedings of the 32nd International Telecommunication Networks and Applications Conference, 2022

Migration Strategy from C-Band Elastic Optical Network to C+L Multiband Optical Network.
Proceedings of the 32nd International Telecommunication Networks and Applications Conference, 2022

Resilient Planning for Multi-Access Edge Computing in Sparsely Populated Areas.
Proceedings of the 18th International Conference on the Design of Reliable Communication Networks, 2022

2021
Preference discovery from wireless social media data in APIs recommendation.
Wirel. Networks, 2021

Experimental validation of an SDN residential network management proposal over a GPON testbed.
Opt. Switch. Netw., 2021

SDTIOA: Modeling the Timed Privacy Requirements of IoT Service Composition: A User Interaction Perspective for Automatic Transformation from BPEL to Timed Automata.
Mob. Networks Appl., 2021

A testbed and a simulation laboratory for training engineering students in optical access network technologies.
Comput. Appl. Eng. Educ., 2021

Routing, Modulation and Spectrum Assignment Algorithm Using Multi-Path Routing and Best-Fit.
IEEE Access, 2021

Joint Planning of MEC and Fiber Deployment in Sparsely Populated Areas.
Proceedings of the International Conference on Optical Network Design and Modeling, 2021

2020
Designing an efficient clustering strategy for combined Fog-to-Cloud scenarios.
Future Gener. Comput. Syst., 2020

Genetic Algorithm for Holistic VNF-Mapping and Virtual Topology Design.
IEEE Access, 2020

Comparison of Different Protection Schemes in the Design of VNF-Mapping with VNF Resiliency.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

An Experimental SDN Proposal over Legacy GPONs to Allow Real-Time Service and Residential Network Reconfiguration.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Joint Core and Spectrum Allocation in Dynamic Optical Networks with ROADMs with No Line Changes.
Proceedings of the Broadband Communications, Networks, and Systems, 2020

2019
Joint VNF-Provisioning and Virtual Topology Design in 5G Optical Metro Networks.
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019

2018
Artificial intelligence (AI) methods in optical networks: A comprehensive survey.
Opt. Switch. Netw., 2018

AIM-Mobile Learning Platform to enhance the teaching-learning process using smartphones.
Comput. Appl. Eng. Educ., 2018

Genetic Algorithm for Effective Service Mapping in the Optical Backhaul of 5G Networks.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Elastic Networks Thematic Network Results I: Planning and Control of Flex-Grid/SDM.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Supervised Machine Learning Techniques for Quality of Transmission Assessment in Optical Networks.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

2017
Fair Bandwidth Allocation Algorithm for PONs Based on Network Utility Maximization.
JOCN, 2017

PID Controller Based on a Self-Adaptive Neural Network to Ensure QoS Bandwidth Requirements in Passive Optical Networks.
JOCN, 2017

Techno-economic comparison of dynamic traffic grooming strategies for elastic optical networks.
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

A SVM approach for lightpath QoT estimation in optical transport networks.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Experimental assessment of a cognitive mechanism to reduce the impact of outdated TEDs in optical networks.
Photonic Netw. Commun., 2016

2015
Virtual Topology Reconfiguration in Optical Networks by Means of Cognition: Evaluation and Experimental Validation [Invited].
JOCN, 2015

Cognitive Optical Network Testbed: EU Project CHRON [Invited].
JOCN, 2015

An auto-tuning PID control system based on genetic algorithms to provide delay guarantees in Passive Optical Networks.
Expert Syst. Appl., 2015

Adaptive-tuning method based on neural networks for PID controllers applied to Passive Optical Networks (PONs).
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015

A comparison of dynamic traffic grooming algorithms for elastic optical networks.
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015

2014
A PID-based algorithm to guarantee QoS delay requirements in LR-PONs.
Opt. Switch. Netw., 2014

Demonstration of proactive restoration in cognitive heterogeneous reconfigurable optical networks.
Proceedings of the 10th International Conference on Heterogeneous Networking for Quality, 2014

Experimental evaluation of virtual topology design and reconfiguration in optical networks by means of cognition.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

Experimental demonstration of a cognitive optical network for reduction of restoration time.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

Advanced modulation formats in cognitive optical networks: EU project CHRON demonstration.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

Strategies for the interconnection of heterogeneous optical networks.
Proceedings of the 16th International Conference on Transparent Optical Networks, 2014

Designing virtual topologies in flexible optical networks.
Proceedings of the 16th International Conference on Transparent Optical Networks, 2014

2013
Cognitive Dynamic Optical Networks [Invited].
JOCN, 2013

Experimental demonstration of a PCE for Wavelength-Routed Optical Burst-Switched (WR-OBS) networks.
Proceedings of the 17th International Conference on Optical Networking Design and Modeling, 2013

Cognitive dynamic optical networks.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

Virtual Topology Design and reconfiguration using cognition: Performance evaluation in case of failure.
Proceedings of the 5th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2013

2012
Self-adapted algorithm to provide multi-profile bandwidth guarantees in PONs with symmetric and asymmetric traffic load.
Photonic Netw. Commun., 2012

Implementation of a PID Controller for the Bandwidth Assignment in Long-Reach PONs.
JOCN, 2012

PID strategies for the dynamic allocation of resources in LR-Ethernet Passive Optical Networks.
Proceedings of the 16th International Conference on Optical Network Design and Modelling, 2012

Optimization of the knowledge base of a cognitive quality of transmission estimator for core optical networks.
Proceedings of the 16th International Conference on Optical Network Design and Modelling, 2012

Cognition to design energetically efficient and impairment aware virtual topologies for optical networks.
Proceedings of the 16th International Conference on Optical Network Design and Modelling, 2012

Survivable and impairment-aware virtual topologies for reconfigurable optical networks: A cognitive approach.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

A cognitive decision system for heterogeneous reconfigurable optical networks.
Proceedings of the 2012 Future Network & Mobile Summit, Berlin, Germany, July 4-6, 2012, 2012

Next Generation Flexible and Cognitive Heterogeneous Optical Networks - Supporting the Evolution to the Future Internet.
Proceedings of the Future Internet, 2012

Enhancing optical networks with cognition: Case-Based Reasoning to estimate the quality of transmission.
Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2012

Cognitive algorithm to solve the impairment-aware virtual topology design problem in reconfigurable optical networks.
Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2012

2011
A bandwidth assignment polling algorithm to enhance the efficiency in QoS long-reach EPONs.
Eur. Trans. Telecommun., 2011

2010
Man-Machine Interface System for Neuromuscular Training and Evaluation Based on EMG and MMG Signals.
Sensors, 2010

Adaptive polling algorithm to provide subscriber and service differentiation in a Long-Reach EPON.
Photonic Netw. Commun., 2010

Accurate and Integrated Localization System for Indoor Environments Based on IEEE 802.11 Round-Trip Time Measurements.
EURASIP J. Wirel. Commun. Netw., 2010

Hybrid RSS-RTT Localization Scheme for Indoor Wireless Networks.
EURASIP J. Adv. Signal Process., 2010

Competitive Learning in Electric Circuit Theory Using MOODLE.
Proceedings of the Organizational, Business, and Technological Aspects of the Knowledge Society, 2010

Shared Wavelength Assignment Algorithm in Multi-profile WDM-EPONs to Support Upstream Bandwidth Guarantees.
Proceedings of the Access Networks - 5th International ICST Conference on Access Networks, 2010

2009
EPON bandwidth allocation algorithm based on automatic weight adaptation to provide client and service differentiation.
Photonic Netw. Commun., 2009

Joint optimization of delay and congestion in wavelength-routed optical networks using genetic algorithms.
Photonic Netw. Commun., 2009

Genetic algorithm to design logical topologies in reconfigurable WDM networks.
Photonic Netw. Commun., 2009

Genetic Algorithm for Joint Routing and Dimensioning of Dynamic WDM Networks.
JOCN, 2009

Optical Communications Minimisation of end-to-end delay in reconfigurable WDM networks using genetic algorithms.
Eur. Trans. Telecommun., 2009

Hybrid Dynamic Bandwidth and Wavelength Allocation Algorithm to Support Multi-Service Level Profiles in a WDM-EPON.
Proceedings of the Access Networks, 4th International Conference, 2009

2008
Efficient reconfiguration of logical topologies: Multiobjective design algorithm and adaptation policy.
Proceedings of the 5th International ICST Conference on Broadband Communications, 2008

2007
A New Algorithm for the Distributed RWA Problem in WDM Networks Using Ant Colony Optimization.
Proceedings of the Optical Network Design and Modeling, 2007

2004
Polymorphic Architectures for Optical Networks and their Seamless Evolution towards Next Generation Networks.
Photonic Netw. Commun., 2004

Dynamic Routing and Wavelength Assignment in Optical Networks by Means of Genetic Algorithms.
Photonic Netw. Commun., 2004


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