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Books and Theses
- 2022
[b1]Andrea Pimpinella:
Machine learning based management and monitoring of next-generation communication networks. Polytechnic University of Milan, Italy, 2022
Journal Articles
- 2022
- [j2]Andrea Pimpinella
, Marianna Repossi, Alessandro E. C. Redondi:
Unsatisfied today, satisfied tomorrow: A simulation framework for performance evaluation of crowdsourcing-based network monitoring. Comput. Commun. 182: 184-197 (2022) - 2019
- [j1]Andrea Pimpinella, Alessandro E. C. Redondi, Matteo Cesana:
Walk this way! An IoT-based urban routing system for smart cities. Comput. Networks 162 (2019)
Conference and Workshop Papers
- 2024
- [c10]Frank Loh, Gülnaziye Bingöl, Reza Farahani, Andrea Pimpinella, Radu Prodan, Luigi Atzori, Tobias Hoßfeld:
High Complexity and Bad Quality? Efficiency Assessment for Video QoE Prediction Approaches. CNSM 2024: 1-5 - [c9]Andrea Pimpinella, Cristina Boniotti, Carmelo Ignaccolo, Fabio Martignon, Andrea Pavon, Luisa Venturini:
Data-Driven Profiling of Inland Areas: Studying Changes in Mobile Users Presence After COVID-19. PIMRC 2024: 1-6 - 2023
- [c8]Frank Loh, Andrea Pimpinella, Stefan Geißler, Tobias Hoßfeld:
Uplink-based Live Session Model for Stalling Prediction in Video Streaming. NOMS 2023: 1-9 - 2022
- [c7]Andrea Pimpinella, Alessandro E. C. Redondi, Andrea Pavon, Luisa Venturini:
Using the (Crystal) Ball: Forecasting Network Traffic Peaks with Football Events. GLOBECOM 2022: 4334-4339 - [c6]Andrea Pimpinella, Federico Di Giusto, Alessandro E. C. Redondi, Luisa Venturini, Andrea Pavon:
Forecasting Busy-Hour Downlink Traffic in Cellular Networks. ICC 2022: 4336-4341 - 2021
- [c5]Andrea Pimpinella, Alessandro E. C. Redondi, Frank Loh, Michael Seufert:
Machine-Learning Based Prediction of Next HTTP Request Arrival Time in Adaptive Video Streaming. CNSM 2021: 558-564 - [c4]Andrea Pimpinella, Andrea Marabita, Alessandro E. C. Redondi:
Crowdsourcing or Network KPIs? A Twofold Perspective for QoE Prediction in Cellular Networks. WCNC 2021: 1-6 - 2020
- [c3]Andrea Pimpinella, Alessandro E. C. Redondi, Monica Nicoli, Matteo Cesana:
Machine Learning Based Localization of LoRaWAN Devices via Inter-Technology Knowledge Transfer. ICC Workshops 2020: 1-6 - 2019
- [c2]Andrea Pimpinella, Alessandro E. C. Redondi, Iacopo Galimberti, Francesco Foglia, Luisa Venturini:
Towards Long-Term Coverage and Video Users Satisfaction Prediction in Cellular Networks. WMNC 2019: 146-153 - 2018
- [c1]Andrea Pimpinella, Alessandro E. C. Redondi, Matteo Cesana:
Load balancing and performance optimization in wM-Bus smart meter networks. Med-Hoc-Net 2018: 1-8
Informal and Other Publications
- 2022
- [i2]Andrea Pimpinella, Federico Di Giusto, Alessandro Redondi, Luisa Venturini, Andrea Pavon:
Forecasting Busy-Hour Downlink Traffic in Cellular Networks. CoRR abs/2207.01373 (2022) - 2020
- [i1]Andrea Pimpinella, Marianna Repossi, Alessandro Enrico Cesare Redondi:
Unsatisfied Today, Satisfied Tomorrow: a simulation framework for performance evaluation of crowdsourcing-based network monitoring. CoRR abs/2010.16162 (2020)
Coauthor Index
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