Tania Panayiotou

55 papers B 6C 1Misc 2Journal 26Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Fair Federated Learning Framework for Collaborative Network Traffic Prediction and Resource Allocation. ICC Saroj Kumar Panda, Tania Panayiotou, Georgios Ellinas, Sadananda Behera
2025	J	`jnl`	A Fair Federated Learning Framework for Collaborative Network Traffic Prediction and Resource Allocation. CoRR Saroj Kumar Panda, Tania Panayiotou, Georgios Ellinas, Sadananda Behera
2024	—	`conf`	A Multi-task Transformer Architecture for Drone State Identification and Trajectory Prediction. DCOSS-IoT Nicolas Souli, Antreas Palamas, Tania Panayiotou, Panayiotis Kolios, Georgios Ellinas
2024	J	`jnl`	Adaptive Autopilot: Constrained DRL for Diverse Driving Behaviors. CoRR Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla-Fabiana Chiasserini, Georgios Ellinas
2024	—	`conf`	Adaptive Autopilot: Constrained Drl for Diverse Driving Behaviors. ITSC Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla-Fabiana Chiasserini, Georgios Ellinas
2024	J	`jnl`	Balancing Efficiency and Fairness in Resource Allocation for Optical Networks. IEEE Trans. Netw. Serv. Manag. Tania Panayiotou, Georgios Ellinas
2024	J	`jnl`	Edge-Assisted ML-Aided Uncertainty-Aware Vehicle Collision Avoidance at Urban Intersections. CoRR Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla-Fabiana Chiasserini, Georgios Ellinas
2024	—	`conf`	Fair-enough Charging of Electric Vehicles. VTC Spring Tania Panayiotou, Georgios Ellinas
2024	B	`conf`	Federated Learning for Network Traffic Prediction. IFIP Networking Sadananda Behera, Saroj Kumar Panda, Tania Panayiotou, Georgios Ellinas
2024	—	`conf`	Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks. ICTON Hafsa Maryam, Tania Panayiotou, Georgios Ellinas
2024	J	`jnl`	Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks. CoRR Hafsa Maryam, Tania Panayiotou, Georgios Ellinas
2023	—	`conf`	A Multi-Task Learning Framework for Drone State Identification and Trajectory Prediction. DCOSS-IoT Antreas Palamas, Nicolas Souli, Tania Panayiotou, Panayiotis Kolios, Georgios Ellinas
2023	J	`jnl`	A Multi-task Learning Framework for Drone State Identification and Trajectory Prediction. CoRR Antreas Palamas, Nicolas Souli, Tania Panayiotou, Panayiotis Kolios, Georgios Ellinas
2023	—	`conf`	Machine Learning for Real-Time Anomaly Detection in Optical Networks. ICTON Sadananda Behera, Tania Panayiotou, Georgios Ellinas
2023	J	`jnl`	Machine Learning for Real-Time Anomaly Detection in Optical Networks. CoRR Sadananda Behera, Tania Panayiotou, Georgios Ellinas
2023	J	`jnl`	Survey on Machine Learning for Traffic-Driven Service Provisioning in Optical Networks. IEEE Commun. Surv. Tutorials Tania Panayiotou, Maria Michalopoulou, Georgios Ellinas
2023	J	`jnl`	Uncertainty quantification and consideration in ML-aided traffic-driven service provisioning. Comput. Commun. Hafsa Maryam, Tania Panayiotou, Georgios Ellinas
2022	J	`jnl`	"RNDM 2019 selected papers" special issue. Opt. Switch. Netw. Georgios Ellinas, Tania Panayiotou
2022	—	`conf`	Addressing Traffic Prediction Uncertainty in Multi-Period Planning Optical Networks. OFC Tania Panayiotou, Georgios Ellinas
2022	J	`jnl`	Learning quantile QoT models to address uncertainty over unseen lightpaths. Comput. Networks Hafsa Maryam, Tania Panayiotou, Georgios Ellinas
2022	J	`jnl`	Machine learning framework for timely soft-failure detection and localization in elastic optical networks. JOCN Sadananda Behera, Tania Panayiotou, Georgios Ellinas
2022	B	`conf`	Modeling Soft-Failure Evolution for Triggering Timely Repair with Low QoT Margins. GLOBECOM Sadananda Behera, Tania Panayiotou, Georgios Ellinas
2022	J	`jnl`	Modeling Soft-Failure Evolution for Triggering Timely Repair with Low QoT Margins. CoRR Sadananda Behera, Tania Panayiotou, Georgios Ellinas
2022	—	`conf`	Representing Uncertainty in Deep QoT Models. MedComNet Hafsa Maryam, Tania Panayiotou, Georgios Ellinas
2022	J	`jnl`	Survey on Machine Learning for Traffic-Driven Service Provisioning in Optical Networks. CoRR Tania Panayiotou, Maria Michalopoulou, Georgios Ellinas
2021	B	`conf`	A Reward-Based Fair Resource Allocation in EONs Considering Traffic Demand Behavior. ICCCN Tania Panayiotou, Georgios Ellinas
2021	C	`conf`	Deep Quantile Regression for QoT Inference and Confident Decision Making. ISCC Tania Panayiotou, Hafsa Maryam, Georgios Ellinas
2021	—	`conf`	Edge Learning of Vehicular Trajectories at Regulated Intersections. VTC Fall Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla-Fabiana Chiasserini, Georgios Ellinas
2021	—	`conf`	On the Fair-Efficient Charging Scheduling of Electric Vehicles in Parking Structures. ITSC Tania Panayiotou, Michalis Mavrovouniotis, Georgios Ellinas
2021	J	`jnl`	Optimal and near-optimal alpha-fair resource allocation algorithms based on traffic demand predictions for optical network planning. JOCN Tania Panayiotou, Georgios Ellinas
2021	J	`jnl`	Optimization algorithms for the proactive configuration of elastic optical networks under jamming attacks and demand uncertainty. Opt. Switch. Netw. Konstantinos Manousakis, Tania Panayiotou, Panayiotis Kolios, Ioannis Tomkos, Georgios Ellinas
2020	J	`jnl`	Decentralizing machine-learning-based QoT estimation for sliceable optical networks. JOCN Tania Panayiotou, Giannis Savva, Ioannis Tomkos, Georgios Ellinas
2020	B	`conf`	Fair Resource Allocation in Optical Networks under Tidal Traffic. GLOBECOM Tania Panayiotou, Georgios Ellinas
2020	J	`jnl`	Fair Resource Allocation in Optical Networks under Tidal Traffic. CoRR Tania Panayiotou, Georgios Ellinas
2019	—	`conf`	Attack-aware Lightpath Provisioning in Elastic Optical Networks with Traffic Demand Variations. RNDM Konstantinos Manousakis, Tania Panayiotou, Panayiotis Kolios, Ioannis Tomkos, Georgios Ellinas
2019	B	`conf`	Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks. GLOBECOM Tania Panayiotou, Giannis Savva, Ioannis Tomkos, Georgios Ellinas
2019	J	`jnl`	Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks. CoRR Tania Panayiotou, Giannis Savva, Ioannis Tomkos, Georgios Ellinas
2019	—	`conf`	Machine Learning for QoT Estimation of Unseen Optical Network States. OFC Tania Panayiotou, Giannis Savva, Mohammad Behnam Shariati, Ioannis Tomkos, Georgios Ellinas
2018	—	`conf`	Charging Policies for PREYs used for Service Delivery: A Reinforcement Learning Approach. ITSC Tania Panayiotou, Sotirios P. Chatzis, Christos G. Panayiotou, Georgios Ellinas
2018	Misc	`conf`	Data-Driven Bandwidth Allocation in EONs. PSC Tania Panayiotou, Georgios Ellinas
2018	J	`jnl`	Leveraging Statistical Machine Learning to Address Failure Localization in Optical Networks. JOCN Tania Panayiotou, Sotirios P. Chatzis, Georgios Ellinas
2018	J	`jnl`	Machine Learning for QoT Estimation of Unseen Optical Network States. CoRR Tania Panayiotou, Giannis Savva, Mohammad Behnam Shariati, Ioannis Tomkos, Georgios Ellinas
2018	—	`conf`	On learning bandwidth allocation models for time-varying traffic in flexible optical networks. ONDM Tania Panayiotou, Konstantinos Manousakis, Sotirios P. Chatzis, Georgios Ellinas
2017	—	`conf`	A probabilistic approach for failure localization. ONDM Tania Panayiotou, Sotirios P. Chatzis, Georgios Ellinas
2017	J	`jnl`	Performance Analysis of a Data-Driven Quality-of-Transmission Decision Approach on a Dynamic Multicast-Capable Metro Optical Network. JOCN Tania Panayiotou, Sotirios P. Chatzis, Georgios Ellinas
2016	—	`conf`	A data-driven QoT decision approach for multicast connections in metro optical networks. ONDM Tania Panayiotou, Georgios Ellinas, Sotirios P. Chatzis
2016	J	`jnl`	Hybrid graph-based multicast traffic grooming in metro networks with quality-of-transmission considerations. Photonic Netw. Commun. Tania Panayiotou, Georgios Ellinas, Neophytos Antoniades
2016	J	`jnl`	p-Cycle-based protection of multicast connections in metropolitan area optical networks with physical layer impairments constraints. Opt. Switch. Netw. Tania Panayiotou, Georgios Ellinas, Neo Antoniades
2015	J	`jnl`	Impairment-aware multicast session provisioning in metro optical networks. Comput. Networks Tania Panayiotou, Georgios Ellinas, Neo Antoniades, Antonis Hadjiantonis
2014	—	`conf`	Q-based provisioning for multicast connections in translucent metropolitan area networks. ONDM Tania Panayiotou, Georgios Ellinas, Neo Antoniades
2013	B	`conf`	Hybrid Multicast Traffic Grooming in Transparent Optical Networks with Physical Layer Impairments. ICCCN Tania Panayiotou, Georgios Ellinas, Neophytos Antoniades
2013	—	`conf`	Protection algorithms for groupcast sessions in transparent optical networks with mesh topologies. ONDM Tania Panayiotou, Georgios Ellinas, Neo Antoniades
2012	Misc	`conf`	Hybrid graph-based traffic grooming for multicast connections in mesh optical networks. ICCS Tania Panayiotou, Georgios Ellinas, Neophytos Antoniades
2012	J	`jnl`	Segment-Based Protection of Multicast Connections in Metropolitan Area Optical Networks With Quality-of-Transmission Considerations. JOCN Tania Panayiotou, Georgios Ellinas, Neo Antoniades
2012	—	`conf`	p-Cycle-based protection of multicast connections in metropolitan area optical networks with quality-of-transmission considerations. ICUMT Tania Panayiotou, Georgios Ellinas, Neo Antoniades