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ORCIDTania Panayiotou
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2020 – today
- 2024
[j15]Tania Panayiotou
, Georgios Ellinas:
Balancing Efficiency and Fairness in Resource Allocation for Optical Networks. IEEE Trans. Netw. Serv. Manag. 21(1): 389-401 (2024)- [c27]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: 285-291 - [c26]Hafsa Maryam, Tania Panayiotou, Georgios Ellinas:
Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks. ICTON 2024: 1-5 - [c25]Sadananda Behera, Saroj Kumar Panda, Tania Panayiotou, Georgios Ellinas:
Federated Learning for Network Traffic Prediction. IFIP Networking 2024: 781-785 - [c24]Tania Panayiotou, Georgios Ellinas:
Fair-enough Charging of Electric Vehicles. VTC Spring 2024: 1-6 - [i10]Hafsa Maryam, Tania Panayiotou, Georgios Ellinas:
Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks. CoRR abs/2404.08314 (2024) - [i9]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 abs/2404.14523 (2024) - [i8]Dinesh Cyril Selvaraj, Christian Vitale, Tania Panayiotou, Panayiotis Kolios, Carla-Fabiana Chiasserini, Georgios Ellinas:
Adaptive Autopilot: Constrained DRL for Diverse Driving Behaviors. CoRR abs/2407.02546 (2024) - 2023
- [j14]Hafsa Maryam, Tania Panayiotou, Georgios Ellinas:
Uncertainty quantification and consideration in ML-aided traffic-driven service provisioning. Comput. Commun. 202: 13-22 (2023) - [j13]Tania Panayiotou, Maria Michalopoulou, Georgios Ellinas:
Survey on Machine Learning for Traffic-Driven Service Provisioning in Optical Networks. IEEE Commun. Surv. Tutorials 25(2): 1412-1443 (2023) - [c23]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: 676-683 - [c22]Sadananda Behera, Tania Panayiotou, Georgios Ellinas:
Machine Learning for Real-Time Anomaly Detection in Optical Networks. ICTON 2023: 1-4 - [i7]Sadananda Behera, Tania Panayiotou, Georgios Ellinas:
Machine Learning for Real-Time Anomaly Detection in Optical Networks. CoRR abs/2306.10741 (2023) - [i6]Antreas Palamas, Nicolas Souli, Tania Panayiotou, Panayiotis Kolios, Georgios Ellinas:
A Multi-task Learning Framework for Drone State Identification and Trajectory Prediction. CoRR abs/2309.06741 (2023) - 2022
- [j12]Hafsa Maryam, Tania Panayiotou, Georgios Ellinas:
Learning quantile QoT models to address uncertainty over unseen lightpaths. Comput. Networks 212: 108992 (2022) - [j11]Sadananda Behera, Tania Panayiotou, Georgios Ellinas:
Machine learning framework for timely soft-failure detection and localization in elastic optical networks. JOCN 15(10): E74-E85 (2022) - [j10]Georgios Ellinas, Tania Panayiotou:
"RNDM 2019 selected papers" special issue. Opt. Switch. Netw. 45: 100681 (2022) - [c21]Sadananda Behera, Tania Panayiotou, Georgios Ellinas:
Modeling Soft-Failure Evolution for Triggering Timely Repair with Low QoT Margins. GLOBECOM 2022: 2140-2145 - [c20]Hafsa Maryam, Tania Panayiotou, Georgios Ellinas:
Representing Uncertainty in Deep QoT Models. MedComNet 2022: 113-121 - [c19]Tania Panayiotou, Georgios Ellinas:
Addressing Traffic Prediction Uncertainty in Multi-Period Planning Optical Networks. OFC 2022: 1-3 - [i5]Sadananda Behera, Tania Panayiotou, Georgios Ellinas:
Modeling Soft-Failure Evolution for Triggering Timely Repair with Low QoT Margins. CoRR abs/2208.14535 (2022) - [i4]Tania Panayiotou, Maria Michalopoulou, Georgios Ellinas:
Survey on Machine Learning for Traffic-Driven Service Provisioning in Optical Networks. CoRR abs/2209.05080 (2022) - 2021
- [j9]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): 53-68 (2021) - [j8]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: 100618 (2021) - [c18]Tania Panayiotou, Georgios Ellinas:
A Reward-Based Fair Resource Allocation in EONs Considering Traffic Demand Behavior. ICCCN 2021: 1-8 - [c17]Tania Panayiotou, Hafsa Maryam, Georgios Ellinas:
Deep Quantile Regression for QoT Inference and Confident Decision Making. ISCC 2021: 1-6 - [c16]Tania Panayiotou, Michalis Mavrovouniotis, Georgios Ellinas:
On the Fair-Efficient Charging Scheduling of Electric Vehicles in Parking Structures. ITSC 2021: 1627-1634 - [c15]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: 1-7 - 2020
- [j7]Tania Panayiotou, Giannis Savva, Ioannis Tomkos, Georgios Ellinas:
Decentralizing machine-learning-based QoT estimation for sliceable optical networks. JOCN 12(7): 146-162 (2020) - [c14]Tania Panayiotou, Georgios Ellinas:
Fair Resource Allocation in Optical Networks under Tidal Traffic. GLOBECOM 2020: 1-6 - [i3]Tania Panayiotou, Georgios Ellinas:
Fair Resource Allocation in Optical Networks under Tidal Traffic. CoRR abs/2005.05874 (2020)
2010 – 2019
- 2019
- [c13]Tania Panayiotou, Giannis Savva, Ioannis Tomkos, Georgios Ellinas:
Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks. GLOBECOM 2019: 1-7 - [c12]Tania Panayiotou, Giannis Savva, Mohammad Behnam Shariati, Ioannis Tomkos, Georgios Ellinas:
Machine Learning for QoT Estimation of Unseen Optical Network States. OFC 2019: 1-3 - [c11]Konstantinos Manousakis, Tania Panayiotou, Panayiotis Kolios, Ioannis Tomkos, Georgios Ellinas:
Attack-aware Lightpath Provisioning in Elastic Optical Networks with Traffic Demand Variations. RNDM 2019: 1-7 - [i2]Tania Panayiotou, Giannis Savva, Ioannis Tomkos, Georgios Ellinas:
Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks. CoRR abs/1908.08338 (2019) - 2018
- [j6]Tania Panayiotou, Sotirios P. Chatzis, Georgios Ellinas:
Leveraging Statistical Machine Learning to Address Failure Localization in Optical Networks. JOCN 10(3): 162-173 (2018) - [c10]Tania Panayiotou, Sotirios P. Chatzis, Christos G. Panayiotou, Georgios Ellinas:
Charging Policies for PREYs used for Service Delivery: A Reinforcement Learning Approach. ITSC 2018: 1514-1521 - [c9]Tania Panayiotou, Konstantinos Manousakis, Sotirios P. Chatzis, Georgios Ellinas:
On learning bandwidth allocation models for time-varying traffic in flexible optical networks. ONDM 2018: 194-199 - [c8]Tania Panayiotou, Georgios Ellinas:
Data-Driven Bandwidth Allocation in EONs. PSC 2018: 1-3 - [i1]Tania Panayiotou, Giannis Savva, Mohammad Behnam Shariati, Ioannis Tomkos, Georgios Ellinas:
Machine Learning for QoT Estimation of Unseen Optical Network States. CoRR abs/1812.07254 (2018) - 2017
- [j5]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): 98-108 (2017) - [c7]Tania Panayiotou, Sotirios P. Chatzis, Georgios Ellinas:
A probabilistic approach for failure localization. ONDM 2017: 1-6 - 2016
- [j4]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: 66-77 (2016) - [j3]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): 142-159 (2016) - [c6]Tania Panayiotou, Georgios Ellinas, Sotirios P. Chatzis:
A data-driven QoT decision approach for multicast connections in metro optical networks. ONDM 2016: 1-6 - 2015
- [j2]Tania Panayiotou, Georgios Ellinas, Neo Antoniades, Antonis Hadjiantonis:
Impairment-aware multicast session provisioning in metro optical networks. Comput. Networks 91: 675-688 (2015) - 2014
- [c5]Tania Panayiotou, Georgios Ellinas, Neo Antoniades:
Q-based provisioning for multicast connections in translucent metropolitan area networks. ONDM 2014: 222-227 - 2013
- [c4]Tania Panayiotou, Georgios Ellinas, Neophytos Antoniades:
Hybrid Multicast Traffic Grooming in Transparent Optical Networks with Physical Layer Impairments. ICCCN 2013: 1-6 - [c3]Tania Panayiotou, Georgios Ellinas, Neo Antoniades:
Protection algorithms for groupcast sessions in transparent optical networks with mesh topologies. ONDM 2013: 179-183 - 2012
- [j1]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): 692-702 (2012) - [c2]Tania Panayiotou, Georgios Ellinas, Neophytos Antoniades:
Hybrid graph-based traffic grooming for multicast connections in mesh optical networks. ICCS 2012: 50-54 - [c1]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: 719-724
Coauthor Index
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