Tania Panayiotou

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 43

Top Topics

Failure Detection

Resource Allocation

Wavelength Division Multiplexing

Optical Networks

Top Venues

Opt. Switch. Netw.

Publications

Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla-Fabiana Chiasserini, Georgios Ellinas
Adaptive Autopilot: Constrained DRL for Diverse Driving Behaviors. CoRR (2024)
Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla-Fabiana Chiasserini, Georgios Ellinas
Edge-Assisted ML-Aided Uncertainty-Aware Vehicle Collision Avoidance at Urban Intersections. CoRR (2024)
Nicolas Souli, Antreas Palamas, Tania Panayiotou, Panayiotis Kolios, Georgios Ellinas
A Multi-task Transformer Architecture for Drone State Identification and Trajectory Prediction. DCOSS-IoT (2024)
Hafsa Maryam, Tania Panayiotou, Georgios Ellinas
Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks. CoRR (2024)
Tania Panayiotou, Georgios Ellinas
Balancing Efficiency and Fairness in Resource Allocation for Optical Networks. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Hafsa Maryam, Tania Panayiotou, Georgios Ellinas
Uncertainty quantification and consideration in ML-aided traffic-driven service provisioning. Comput. Commun. 202 (2023)
Tania Panayiotou, Maria Michalopoulou, Georgios Ellinas
Survey on Machine Learning for Traffic-Driven Service Provisioning in Optical Networks. IEEE Commun. Surv. Tutorials 25 (2) (2023)
Antreas Palamas, Nicolas Souli, Tania Panayiotou, Panayiotis Kolios, Georgios Ellinas
A Multi-Task Learning Framework for Drone State Identification and Trajectory Prediction. DCOSS-IoT (2023)
Antreas Palamas, Nicolas Souli, Tania Panayiotou, Panayiotis Kolios, Georgios Ellinas
A Multi-task Learning Framework for Drone State Identification and Trajectory Prediction. CoRR (2023)
Sadananda Behera, Tania Panayiotou, Georgios Ellinas
Machine Learning for Real-Time Anomaly Detection in Optical Networks. ICTON (2023)
Sadananda Behera, Tania Panayiotou, Georgios Ellinas
Machine Learning for Real-Time Anomaly Detection in Optical Networks. CoRR (2023)
Sadananda Behera, Tania Panayiotou, Georgios Ellinas
Machine learning framework for timely soft-failure detection and localization in elastic optical networks. JOCN 15 (10) (2022)
Hafsa Maryam, Tania Panayiotou, Georgios Ellinas
Representing Uncertainty in Deep QoT Models. MedComNet (2022)
Tania Panayiotou, Maria Michalopoulou, Georgios Ellinas
Survey on Machine Learning for Traffic-Driven Service Provisioning in Optical Networks. CoRR (2022)
Tania Panayiotou, Georgios Ellinas
Addressing Traffic Prediction Uncertainty in Multi-Period Planning Optical Networks. OFC (2022)
Sadananda Behera, Tania Panayiotou, Georgios Ellinas
Modeling Soft-Failure Evolution for Triggering Timely Repair with Low QoT Margins. GLOBECOM (2022)
Georgios Ellinas, Tania Panayiotou
"RNDM 2019 selected papers" special issue. Opt. Switch. Netw. 45 (2022)
Sadananda Behera, Tania Panayiotou, Georgios Ellinas
Modeling Soft-Failure Evolution for Triggering Timely Repair with Low QoT Margins. CoRR (2022)
Hafsa Maryam, Tania Panayiotou, Georgios Ellinas
Learning quantile QoT models to address uncertainty over unseen lightpaths. Comput. Networks 212 (2022)
Tania Panayiotou, Michalis Mavrovouniotis, Georgios Ellinas
On the Fair-Efficient Charging Scheduling of Electric Vehicles in Parking Structures. ITSC (2021)
Tania Panayiotou, Hafsa Maryam, Georgios Ellinas
Deep Quantile Regression for QoT Inference and Confident Decision Making. ISCC (2021)
Tania Panayiotou, Georgios Ellinas
A Reward-Based Fair Resource Allocation in EONs Considering Traffic Demand Behavior. ICCCN (2021)
Tania Panayiotou, Georgios Ellinas
Optimal and near-optimal alpha-fair resource allocation algorithms based on traffic demand predictions for optical network planning. JOCN 13 (3) (2021)
Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla-Fabiana Chiasserini, Georgios Ellinas
Edge Learning of Vehicular Trajectories at Regulated Intersections. VTC Fall (2021)
Konstantinos Manousakis, Tania Panayiotou, Panayiotis Kolios, Ioannis Tomkos, Georgios Ellinas
Optimization algorithms for the proactive configuration of elastic optical networks under jamming attacks and demand uncertainty. Opt. Switch. Netw. 41 (2021)
Tania Panayiotou, Georgios Ellinas
Fair Resource Allocation in Optical Networks under Tidal Traffic. CoRR (2020)
Tania Panayiotou, Georgios Ellinas
Fair Resource Allocation in Optical Networks under Tidal Traffic. GLOBECOM (2020)
Tania Panayiotou, Giannis Savva, Ioannis Tomkos, Georgios Ellinas
Decentralizing machine-learning-based QoT estimation for sliceable optical networks. JOCN 12 (7) (2020)
Tania Panayiotou, Giannis Savva, Mohammad Behnam Shariati, Ioannis Tomkos, Georgios Ellinas
Machine Learning for QoT Estimation of Unseen Optical Network States. OFC (2019)
Konstantinos Manousakis, Tania Panayiotou, Panayiotis Kolios, Ioannis Tomkos, Georgios Ellinas
Attack-aware Lightpath Provisioning in Elastic Optical Networks with Traffic Demand Variations. RNDM (2019)
Tania Panayiotou, Giannis Savva, Ioannis Tomkos, Georgios Ellinas
Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks. CoRR (2019)
Tania Panayiotou, Giannis Savva, Ioannis Tomkos, Georgios Ellinas
Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks. GLOBECOM (2019)
Tania Panayiotou, Sotirios P. Chatzis, Georgios Ellinas
Leveraging Statistical Machine Learning to Address Failure Localization in Optical Networks. JOCN 10 (3) (2018)
Tania Panayiotou, Sotirios P. Chatzis, Christos G. Panayiotou, Georgios Ellinas
Charging Policies for PREYs used for Service Delivery: A Reinforcement Learning Approach. ITSC (2018)
Tania Panayiotou, Konstantinos Manousakis, Sotirios P. Chatzis, Georgios Ellinas
On learning bandwidth allocation models for time-varying traffic in flexible optical networks. ONDM (2018)
Tania Panayiotou, Giannis Savva, Mohammad Behnam Shariati, Ioannis Tomkos, Georgios Ellinas
Machine Learning for QoT Estimation of Unseen Optical Network States. CoRR (2018)
Tania Panayiotou, Georgios Ellinas
Data-Driven Bandwidth Allocation in EONs. PSC (2018)
Tania Panayiotou, Sotirios P. Chatzis, Georgios Ellinas
A probabilistic approach for failure localization. ONDM (2017)
Tania Panayiotou, Sotirios P. Chatzis, Georgios Ellinas
Performance Analysis of a Data-Driven Quality-of-Transmission Decision Approach on a Dynamic Multicast-Capable Metro Optical Network. JOCN 9 (1) (2017)
Tania Panayiotou, Georgios Ellinas, Sotirios P. Chatzis
A data-driven QoT decision approach for multicast connections in metro optical networks. ONDM (2016)
Tania Panayiotou, Georgios Ellinas, Neophytos Antoniades
Hybrid graph-based multicast traffic grooming in metro networks with quality-of-transmission considerations. Photonic Netw. Commun. 32 (1) (2016)
Tania Panayiotou, Georgios Ellinas, Neo Antoniades
p-Cycle-based protection of multicast connections in metropolitan area optical networks with physical layer impairments constraints. Opt. Switch. Netw. 19 (2016)
Tania Panayiotou, Georgios Ellinas, Neo Antoniades, Antonis Hadjiantonis
Impairment-aware multicast session provisioning in metro optical networks. Comput. Networks 91 (2015)
Tania Panayiotou, Georgios Ellinas, Neo Antoniades
Q-based provisioning for multicast connections in translucent metropolitan area networks. ONDM (2014)
Tania Panayiotou, Georgios Ellinas, Neophytos Antoniades
Hybrid Multicast Traffic Grooming in Transparent Optical Networks with Physical Layer Impairments. ICCCN (2013)
Tania Panayiotou, Georgios Ellinas, Neo Antoniades
Protection algorithms for groupcast sessions in transparent optical networks with mesh topologies. ONDM (2013)
Tania Panayiotou, Georgios Ellinas, Neophytos Antoniades
Hybrid graph-based traffic grooming for multicast connections in mesh optical networks. ICCS (2012)
Tania Panayiotou, Georgios Ellinas, Neo Antoniades
p-Cycle-based protection of multicast connections in metropolitan area optical networks with quality-of-transmission considerations. ICUMT (2012)
Tania Panayiotou, Georgios Ellinas, Neo Antoniades
Segment-Based Protection of Multicast Connections in Metropolitan Area Optical Networks With Quality-of-Transmission Considerations. JOCN 4 (9) (2012)