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Paolo Dini
Paolo Dini
CTTC/CERCA | Sustainable AI research unit
Bestätigte E-Mail-Adresse bei cttc.es - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Hetnets powered by renewable energy sources: Sustainable next-generation cellular networks
G Piro, M Miozzo, G Forte, N Baldo, LA Grieco, G Boggia, P Dini
IEEE Internet Computing 17 (1), 32-39, 2012
1972012
Mobile traffic prediction from raw data using LSTM networks
HD Trinh, L Giupponi, P Dini
2018 IEEE 29th annual international symposium on personal, indoor and mobile …, 2018
1822018
SolarStat: Modeling photovoltaic sources through stochastic Markov processes
M Miozzo, D Zordan, P Dini, M Rossi
2014 IEEE International Energy Conference (ENERGYCON), 688-695, 2014
932014
A model to analyze the energy savings of base station sleep mode in LTE HetNets
P Dini, M Miozzo, N Bui, N Baldo
2013 IEEE International Conference on Green Computing and Communications and …, 2013
762013
Energy sustainable paradigms and methods for future mobile networks: A survey
N Piovesan, AF Gambin, M Miozzo, M Rossi, P Dini
Computer Communications 119, 101-117, 2018
732018
Detecting mobile traffic anomalies through physical control channel fingerprinting: A deep semi-supervised approach
HD Trinh, E Zeydan, L Giupponi, P Dini
IEEE Access 7, 152187-152201, 2019
622019
Validation of the IEEE 802.11 MAC model in the ns3 simulator using the EXTREME testbed
N Baldo, M Requena-Esteso, J Núñez-Martínez, M Portolès-Comeras, ...
Proceedings of the 3rd International ICST Conference on Simulation Tools and …, 2010
622010
Multi-task learning at the mobile edge: An effective way to combine traffic classification and prediction
A Rago, G Piro, G Boggia, P Dini
IEEE Transactions on Vehicular Technology 69 (9), 10362-10374, 2020
542020
Switch-on/off policies for energy harvesting small cells through distributed Q-learning
M Miozzo, L Giupponi, M Rossi, P Dini
2017 IEEE wireless communications and networking conference workshops (WCNCW …, 2017
532017
Distributed Q-learning for energy harvesting heterogeneous networks
M Miozzo, L Giupponi, M Rossi, P Dini
2015 IEEE International Conference on Communication Workshop (ICCW), 2006-2011, 2015
512015
Analysis and modeling of mobile traffic using real traces
HD Trinh, N Bui, J Widmer, L Giupponi, P Dini
2017 IEEE 28th annual international symposium on personal, indoor, and …, 2017
482017
When telecommunications networks meet energy grids: cellular networks with energy harvesting and trading capabilities
D Zordan, M Miozzo, P Dini, M Rossi
IEEE Communications Magazine 53 (6), 117-123, 2015
392015
Joint load control and energy sharing for renewable powered small base stations: A machine learning approach
N Piovesan, D López-Pérez, M Miozzo, P Dini
IEEE Transactions on Green Communications and Networking 5 (1), 512-525, 2020
372020
Mobile traffic classification through physical control channel fingerprinting: A deep learning approach
HD Trinh, AF Gambin, L Giupponi, M Rossi, P Dini
arXiv preprint arXiv:1910.11617, 2019
37*2019
Urban anomaly detection by processing mobile traffic traces with LSTM neural networks
HD Trinh, L Giupponi, P Dini
2019 16th Annual IEEE International Conference on Sensing, Communication …, 2019
352019
A neural network based cognitive engine for IEEE 802.11 WLAN access point selection
B Bojovic, N Baldo, P Dini
2012 IEEE Consumer Communications and Networking Conference (CCNC), 864-868, 2012
312012
Energy optimization with multi-sleeping control in 5G heterogeneous networks using reinforcement learning
A El Amine, JP Chaiban, HAH Hassan, P Dini, L Nuaymi, R Achkar
IEEE Transactions on Network and Service Management 19 (4), 4310-4322, 2022
282022
A supervised learning approach to cognitive access point selection
B Bojovic, N Baldo, J Nin-Guerrero, P Dini
2011 IEEE GLOBECOM Workshops (GC Wkshps), 1100-1105, 2011
272011
Recurrent neural networks for handover management in next-generation self-organized networks
Z Ali, M Miozzo, L Giupponi, P Dini, S Denic, S Vassaki
2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile …, 2020
252020
Joint load control and energy sharing for autonomous operation of 5G mobile networks in micro-grids
N Piovesan, DA Temesgene, M Miozzo, P Dini
IEEE Access 7, 31140-31150, 2019
252019
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