Foto del docente

Andrea Acquaviva

Full Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Evelina Forno; Andrea Acquaviva; Yuki Kobayashi; Enrico Macii; Gianvito Urgese, A Parallel Hardware Architecture For Quantum Annealing Algorithm Acceleration, in: Proceedings of IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC) 2018, IFIP/IEEE, in corso di stampa, pp. 1 - 6 (atti di: IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC) 2018, Verona, 8-10 October 2018) [Contribution to conference proceedings]

Bottaccioli, Lorenzo; Estebsari, Abouzar; Patti, Edoardo; Pons, Enrico; Acquaviva, Andrea, Planning and Real-time Management of Smart Grids with High PV Penetration in Low Voltage, «PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS. ENGINEERING SUSTAINABILITY», in corso di stampa, 1, pp. 1 - 40 [Scientific article]

Zanatta L.; Barchi F.; Bartolini A.; Acquaviva A., Artificial versus spiking neural networks for reinforcement learning in UAV obstacle avoidance, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2022, pp. 199 - 200 (atti di: 19th ACM International Conference on Computing Frontiers, CF 2022, Castello del Valentino, ita, 2022) [Contribution to conference proceedings]

Bartolini A.; Ficarelli F.; Parisi E.; Beneventi F.; Barchi F.; Gregori D.; Magugliani F.; Cicala M.; Gianfreda C.; Cesarini D.; Acquaviva A.; Benini L., Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers, in: Proceedings of the 2022 IEEE 35th International System-on-Chip Conference (SOCC), 2022, 2022-September, pp. 1 - 6 (atti di: 2022 IEEE 35th International System-on-Chip Conference (SOCC), Belfast, 05/09/2022) [Contribution to conference proceedings]

Ficarelli F.; Bartolini A.; Parisi E.; Beneventi F.; Barchi F.; Gregori D.; Magugliani F.; Cicala M.; Gianfreda C.; Cesarini D.; Acquaviva A.; Benini L., Poster: Meet Monte Cimone: Exploring RISC-V High Performance Compute Clusters, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2022, pp. 207 - 208 (atti di: 19th ACM International Conference on Computing Frontiers, CF 2022, Castello del Valentino, ita, 2022) [Contribution to conference proceedings]

Parisi, E; Moallemi, A; Barchi, F; Bartolini, A; Brunelli, D; Buratti, N; Acquaviva, A, Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring, in: 2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 234 - 239 (atti di: Metrology for Industry 4.0 & IoT, Trento, Italy, 7-9 - June - 2022) [Contribution to conference proceedings]

Tabanelli E.; Brunelli D.; Acquaviva A.; Benini L., Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2022, 18, pp. 943 - 952 [Scientific article]

Patti, Edoardo; Brundu, Francesco G.; Bellagarda, Andrea; Bottaccioli, Lorenzo; Rapetti, Niccolò; Verda, Vittorio; Guelpa, Elisa; Rietto, Laura; Macii, Enrico; Acquaviva, Andrea; Krylovskiy, Alexandr; Jahn, Marco, Combining BIM, GIS, and IoT to Foster Energy Management and Simulation in Smart Cities, in: Handbook of Research on Developing Smart Cities Based on Digital Twins, Hershey, Pennsylvania, IGI global, 2021, pp. 425 - 447 (ADVANCES IN CIVIL AND INDUSTRIAL ENGINEERING BOOK SERIES) [Chapter or essay]

Aliberti A.; Fucini D.; Bottaccioli L.; Macii E.; Acquaviva A.; Patti E., Comparative analysis of neural networks techniques to forecast Global Horizontal Irradiance, «IEEE ACCESS», 2021, 9, Article number: 9528372 , pp. 122829 - 122846 [Scientific article]Open Access

Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A., Damage detection in structural health monitoring with spiking neural networks, in: 2021 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2021 - Proceedings, New York, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 105 - 110 (atti di: 2021 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2021, Virtual Conference, 2021) [Contribution to conference proceedings]

Barchi F.; Parisi E.; Urgese G.; Ficarra E.; Acquaviva A., Exploration of Convolutional Neural Network models for source code classification, «ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE», 2021, 97, Article number: 104075 , pp. 104075 - 104085 [Scientific article]

Emanuele Parisi, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva, Making the Most of Scarce Input Data in Deep Learning-based Source Code Classification for Heterogeneous Device Mapping, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2021, 0, pp. 1 - 12 [Scientific article]

Cerquitelli T.; Pagliari D.J.; Calimera A.; Bottaccioli L.; Patti E.; Acquaviva A.; Poncino M., Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools, «PROCEEDINGS OF THE IEEE», 2021, 109, pp. 399 - 422 [Scientific article]

Seyedkazemi Ardebili M.; Zanghieri M.; Burrello A.; Beneventi F.; Acquaviva A.; Benini L.; Bartolini A., Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2021, 2021-, pp. 1256 - 1259 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Europe - Virtual, 2021) [Contribution to conference proceedings]

Parisi E.; Barchi F.; Bartolini A.; Tagliavini G.; Acquaviva A., Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers, in: 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), Los Alamitos, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 878 - 883 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Grenoble, FR, 2021) [Contribution to conference proceedings]Open Access