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06/19/2023
Machine Learning for Real-Time Anomaly Detection in Optical Networks
This work proposes a real-time anomaly detection scheme that leverages t...
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09/12/2022
Survey on Machine Learning for Traffic-Driven Service Provisioning in Optical Networks
The unprecedented growth of the global Internet traffic, coupled with th...
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08/30/2022
Modeling Soft-Failure Evolution for Triggering Timely Repair with Low QoT Margins
In this work, the capabilities of an encoder-decoder learning framework ...
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07/12/2022
SafeDrones: Real-Time Reliability Evaluation of UAVs using Executable Digital Dependable Identities
The use of Unmanned Arial Vehicles (UAVs) offers many advantages across ...
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07/08/2022
Periodic and Event-Triggering for Joint Capacity Maximization and Safe Intersection Crossing
Intersection crossing represents a bottleneck for transportation systems...
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06/09/2022
An Autonomous Drone System with Jamming and Relative Positioning Capabilities
As the number of unauthorized operations of Unmanned Aerial Vehicles (UA...
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08/03/2021
Scheduling Aerial Vehicles in an Urban Air Mobility Scheme
Highly populated cities face several challenges, one of them being the i...
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06/02/2020
Extending the Multiple Traveling Salesman Problem for Scheduling a Fleet of Drones Performing Monitoring Missions
In this paper we schedule the travel path of a set of drones across a gr...
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05/12/2020
Fair Resource Allocation in Optical Networks under Tidal Traffic
We propose a game-theoretic alpha-fair routing and spectrum allocation (...
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05/12/2020
α-Fair Resource Allocation in Optical Networks under Tidal Traffic
We propose a game-theoretic α-fair routing and spectrum allocation (RSA)...
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04/19/2020
Network Coding-based Routing and Spectrum Allocation in Elastic Optical Networks for Enhanced Physical Layer Security
In this work, an eavesdropping-aware routing and spectrum allocation app...
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08/22/2019
Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks
Dynamic network slicing has emerged as a promising and fundamental frame...
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12/18/2018
