Tania Panayiotou

IEEE Trans. Netw. Serv. Manag., February, 2024

Adaptive Autopilot: Constrained DRL for Diverse Driving Behaviors.

[BibT_eX]

[DOI]

Dinesh Cyril Selvaraj

Christian Vitale

Carla-Fabiana Chiasserini

Panayiotis Kolios

CoRR, 2024

Edge-Assisted ML-Aided Uncertainty-Aware Vehicle Collision Avoidance at Urban Intersections.

[BibT_eX]

[DOI]

Dinesh Cyril Selvaraj

Christian Vitale

Carla-Fabiana Chiasserini

Panayiotis Kolios

CoRR, 2024

Fair-enough Charging of Electric Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Federated Learning for Network Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the IFIP Networking Conference, 2024

Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

A Multi-task Transformer Architecture for Drone State Identification and Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

2023

Survey on Machine Learning for Traffic-Driven Service Provisioning in Optical Networks.

[BibT_eX]

[DOI]

Maria Michalopoulou

IEEE Commun. Surv. Tutorials, 2023

Uncertainty quantification and consideration in ML-aided traffic-driven service provisioning.

[BibT_eX]

[DOI]

Comput. Commun., 2023

Machine Learning for Real-Time Anomaly Detection in Optical Networks.

[BibT_eX]

[DOI]

Sadananda Behera

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

A Multi-Task Learning Framework for Drone State Identification and Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

2022

"RNDM 2019 selected papers" special issue.

[BibT_eX]

[DOI]

Opt. Switch. Netw., 2022

Machine learning framework for timely soft-failure detection and localization in elastic optical networks.

[BibT_eX]

[DOI]

Sadananda Behera

JOCN, 2022

Learning quantile QoT models to address uncertainty over unseen lightpaths.

[BibT_eX]

[DOI]

Comput. Networks, 2022

Addressing Traffic Prediction Uncertainty in Multi-Period Planning Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Representing Uncertainty in Deep QoT Models.

[BibT_eX]

[DOI]

Proceedings of the 20th Mediterranean Communication and Computer Networking Conference, 2022

Modeling Soft-Failure Evolution for Triggering Timely Repair with Low QoT Margins.

[BibT_eX]

[DOI]

Sadananda Behera

Proceedings of the IEEE Global Communications Conference, 2022

2021

Optimization algorithms for the proactive configuration of elastic optical networks under jamming attacks and demand uncertainty.

[BibT_eX]

[DOI]

Konstantinos Manousakis

Opt. Switch. Netw., 2021

Optimal and near-optimal alpha-fair resource allocation algorithms based on traffic demand predictions for optical network planning.

[BibT_eX]

[DOI]

JOCN, 2021

Edge Learning of Vehicular Trajectories at Regulated Intersections.

[BibT_eX]

[DOI]

Dinesh Cyril Selvaraj

Christian Vitale

Carla-Fabiana Chiasserini

Panayiotis Kolios

Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

On the Fair-Efficient Charging Scheduling of Electric Vehicles in Parking Structures.

[BibT_eX]

[DOI]

Michalis Mavrovouniotis

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Deep Quantile Regression for QoT Inference and Confident Decision Making.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2021

A Reward-Based Fair Resource Allocation in EONs Considering Traffic Demand Behavior.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

2020

Decentralizing machine-learning-based QoT estimation for sliceable optical networks.

[BibT_eX]

[DOI]

JOCN, 2020

Fair Resource Allocation in Optical Networks under Tidal Traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

Attack-aware Lightpath Provisioning in Elastic Optical Networks with Traffic Demand Variations.

[BibT_eX]

[DOI]

Konstantinos Manousakis

Proceedings of the 11th International Workshop on Resilient Networks Design and Modeling, 2019

Machine Learning for QoT Estimation of Unseen Optical Network States.

[BibT_eX]

[DOI]

Giannis Savva

Mohammad Behnam Shariati

Ioannis Tomkos

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Leveraging Statistical Machine Learning to Address Failure Localization in Optical Networks.

[BibT_eX]

[DOI]

JOCN, 2018

Data-Driven Bandwidth Allocation in EONs.

[BibT_eX]

[DOI]

Proceedings of the Photonics in Switching and Computing, 2018

On learning bandwidth allocation models for time-varying traffic in flexible optical networks.

[BibT_eX]

[DOI]

Konstantinos Manousakis

Proceedings of the 2018 International Conference on Optical Network Design and Modeling, 2018

Charging Policies for PREYs used for Service Delivery: A Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Christos G. Panayiotou

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

Performance Analysis of a Data-Driven Quality-of-Transmission Decision Approach on a Dynamic Multicast-Capable Metro Optical Network.

[BibT_eX]

[DOI]

JOCN, 2017

A probabilistic approach for failure localization.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Optical Network Design and Modeling, 2017

2016

Hybrid graph-based multicast traffic grooming in metro networks with quality-of-transmission considerations.

[BibT_eX]

[DOI]

Neophytos Antoniades

Photonic Netw. Commun., 2016

p-Cycle-based protection of multicast connections in metropolitan area optical networks with physical layer impairments constraints.

[BibT_eX]

[DOI]

Opt. Switch. Netw., 2016

A data-driven QoT decision approach for multicast connections in metro optical networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Optical Network Design and Modeling, 2016

2015

Impairment-aware multicast session provisioning in metro optical networks.

[BibT_eX]

[DOI]

Comput. Networks, 2015

2014

Q-based provisioning for multicast connections in translucent metropolitan area networks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Optical Network Design and Modeling, 2014

2013

Protection algorithms for groupcast sessions in transparent optical networks with mesh topologies.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Optical Networking Design and Modeling, 2013

Hybrid Multicast Traffic Grooming in Transparent Optical Networks with Physical Layer Impairments.

[BibT_eX]

[DOI]

Neophytos Antoniades

Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

2012

Segment-Based Protection of Multicast Connections in Metropolitan Area Optical Networks With Quality-of-Transmission Considerations.

[BibT_eX]

[DOI]

JOCN, 2012

p-Cycle-based protection of multicast connections in metropolitan area optical networks with quality-of-transmission considerations.

[BibT_eX]

[DOI]

Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

Hybrid graph-based traffic grooming for multicast connections in mesh optical networks.

[BibT_eX]

[DOI]