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Paolo Dini
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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
1942012
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
1112018
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
882014
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
712013
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
602010
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
512018
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
462015
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
432017
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
402019
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
382015
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
372017
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
332020
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
292012
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
26*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
242019
Experimental analysis of VoIP call quality support in IEEE 802.11 DCF
P Dini, O Font-Bach, J Mangues-Bafalluy
2008 6th International Symposium on Communication Systems, Networks and …, 2008
232008
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
222011
Optimal direct load control of renewable powered small cells: A shortest path approach
N Piovesan, P Dini
Internet Technology Letters 1 (1), e7, 2018
192018
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
182019
Dynamic functional split selection in energy harvesting virtual small cells using temporal difference learning
DA Temesgene, M Miozzo, P Dini
2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile …, 2018
162018
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