Sebastian Troìa

Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks

Davide Andreoletti, Sebastian Troìa, Francesco Musumeci et al. · 2019 · 125 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +22

On Deep Reinforcement Learning for Traffic Engineering in SD-WAN

Sebastian Troìa, Federico Sapienza, Leonardo Varè et al. · IEEE Journal on Selected Areas in Communications · 2020 · 92 citations · Full text

Artificial Intelligence, Engineering, Public Wan +16

Matheuristic With Machine-Learning-Based Prediction for Software-Defined Mobile Metro-Core Networks

Rodolfo Alvizu, Sebastian Troìa, Guido Maier et al. · Journal of Optical Communications and Networking · 2017 · 90 citations

Autonomous Network, Engineering, Machine Learning +19

Deep Learning-Based Traffic Prediction for Network Optimization

Sebastian Troìa, Rodolfo Alvizu, Youduo Zhou et al. · 2018 · 88 citations · Full text

Deep Neural Networks, Engineering, Machine Learning +15

Machine Learning-Based Routing and Wavelength Assignment in Software-Defined Optical Networks

Ignacio Martín, Sebastian Troìa, José Alberto Hernández et al. · IEEE Transactions on Network and Service Management · 2019 · 73 citations · Full text

Optical Wdm Network, Engineering, Machine Learning +18