| Network traffic prediction based on diffusion convolutional recurrent neural networks D Andreoletti, S Troia, F Musumeci, S Giordano, G Maier, M Tornatore IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops …, 2019 | 126 | 2019 |
| Matheuristic with machine-learning-based prediction for software-defined mobile metro-core networks R Alvizu, S Troia, G Maier, A Pattavina Journal of Optical Communications and Networking 9 (9), D19-D30, 2017 | 103 | 2017 |
| Deep learning-based traffic prediction for network optimization S Troia, R Alvizu, Y Zhou, G Maier, A Pattavina 2018 20th International Conference on Transparent Optical Networks (ICTON), 1-4, 2018 | 99 | 2018 |
| Machine learning-based routing and wavelength assignment in software-defined optical networks I Martín, S Troia, JA Hernández, A Rodríguez, F Musumeci, G Maier, ... IEEE Transactions on Network and Service Management 16 (3), 871-883, 2019 | 73 | 2019 |
| On deep reinforcement learning for traffic engineering in SD-WAN S Troia, F Sapienza, L Varé, G Maier IEEE Journal on Selected Areas in Communications 39 (7), 2198-2212, 2020 | 68 | 2020 |
| SDN-based network orchestration for new dynamic Enterprise Networking services R Alvizu, G Maier, S Troia, A Pattavina 2017 19th International Conference on Transparent Optical Networks (ICTON), 1-4, 2017 | 62 | 2017 |
| Reinforcement learning for service function chain reconfiguration in NFV-SDN metro-core optical networks S Troia, R Alvizu, G Maier Ieee Access 7, 167944-167957, 2019 | 60 | 2019 |
| SD-WAN: an open-source implementation for enterprise networking services S Troia, LMM Zorello, AJ Maralit, G Maier 2020 22nd International Conference on Transparent Optical Networks (ICTON), 1-4, 2020 | 44 | 2020 |
| Identification of tidal-traffic patterns in metro-area mobile networks via matrix factorization based model S Troia, G Sheng, R Alvizu, GA Maier, A Pattavina 2017 IEEE International Conference on Pervasive Computing and Communications …, 2017 | 40 | 2017 |
| Machine-learning-assisted routing in SDN-based optical networks S Troia, A Rodriguez, I Martín, JA Hernández, OG De Dios, R Alvizu, ... 2018 European Conference on Optical Communication (ECOC), 1-3, 2018 | 35 | 2018 |
| Traffic-profile and machine learning based regional data center design and operation for 5G network U Paul, J Liu, S Troia, O Falowo, G Maier Journal of Communications and Networks 21 (6), 569-583, 2019 | 30 | 2019 |
| On deep reinforcement learning for static routing and wavelength assignment N Di Cicco, EF Mercan, O Karandin, O Ayoub, S Troia, F Musumeci, ... IEEE Journal of Selected Topics in Quantum Electronics 28 (4: Mach. Learn …, 2022 | 26 | 2022 |
| Power-efficient baseband-function placement in latency-constrained 5G metro access LMM Zorello, M Sodano, S Troia, G Maier IEEE Transactions on Green Communications and Networking 6 (3), 1683-1696, 2022 | 24 | 2022 |
| Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation O Ayoub, S Troia, D Andreoletti, A Bianco, M Tornatore, S Giordano, ... Journal of Optical Communications and Networking 15 (1), A26-A38, 2022 | 22 | 2022 |
| Is machine learning suitable for solving RWA problems in optical networks? I Martín, JA Hernández, S Troia, F Musumeci, G Maier, OG de Dios 2018 European Conference on Optical Communication (ECOC), 1-3, 2018 | 20 | 2018 |
| Admission control and virtual network embedding in 5G networks: A deep reinforcement-learning approach S Troia, AFR Vanegas, LMM Zorello, G Maier IEEE Access 10, 15860-15875, 2022 | 19 | 2022 |
| SD-WAN: how the control of the network can be shifted from core to edge S Troia, LMM Zorello, G Maier 2021 International Conference on Optical Network Design and Modeling (ONDM), 1-3, 2021 | 18 | 2021 |
| Resilience of Delay-sensitive Services with Transport-layer Monitoring in SD-WAN S Troia, M Mazzara, M Savi, LMM Zorello, G Maier IEEE Transactions on Network and Service Management 19 (3), 2652-2663, 2022 | 15 | 2022 |
| Dynamic programming of network slices in software-defined metro-core optical networks S Troia, A Cibari, R Alvizu, G Maier Optical Switching and Networking 36, 100551, 2020 | 15 | 2020 |
| Machine learning-assisted planning and provisioning for SDN/NFV-enabled metropolitan networks S Troia, DE Martinez, I Martín, LMM Zorello, G Maier, JA Hernández, ... 2019 European Conference on Networks and Communications (EuCNC), 438-442, 2019 | 15 | 2019 |
Guido MaierDipartimento di Elettronica Informazione e Bioingegneria (DEIB), Politecnico di MilanoVerified email at polimi.it
