Full Professor
Department of Control and Computer Engineering (DAUIN)
- Referente delle materie di base del 1° anno di Ingegneria
Profile
Research interests
Biography
He was born on September 15, 1964. He received his Master of Science in Electrical Engineering from Politecnico di Torino in 1989. He received his Ph.D. in Computer and Systems Engineerign from Politecnico di Torino in 1993. From March 1993 to May 1994 he was Visiting Scientist at the Department of Electrical and Computer Engineering of the University of Colorado, Boulder, USA. From May 1994 to June 1995 he was awarded a post-doc scholarship at the Dipartimento di Automatica e Informatica of Politecnico di Torino on the topic of the design of low-power systems. From July 1995 to September 2001 he was Assistant Professor of Computing Systems at Politecnico di Torino. From October 2001 to September 2004 he was Associate Professor of Computing Systems the Università di Verona. From October 2004 to September 2006 he was Associate Professor of Computing Systems at Politecnico di Torino. Since November 2006 he is Full Professor of Computing Systems at Politecnico di Torino. His research interests include the design automation of digital systems, with special emphasis on the design of low-power systems, the modeling and the simulation of systems-on-chip, and the automatic synthesis of digital systems. He coauthored more than 200 papers, including one book, book chapter, journal papers, and papers in the proceedings of international conferences. He is a Member of the ACM SIGDA Low-Power Technical Committee. He has served as reviewer for a number of journal and conferences of the IEEE and ACM, and served as member of Technical Program Committee of many international IEEE and ACM conferences. He has taught more than 50 courses on various subjects of the Computer Science. He is Associate Editor IEEE Transactions on Computer-Aided Design f Integrated Circuits and Systems, for the term 2006-2009. He is an evaluator of IST projects for the European Commision, in the context of the II Call of the VI Framework Program (2003).
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Awards and Honors
- Certificate of Appreciation conferred by IEEE Circuits and Systems Society, United States (2006)
- Certificate of Appreciation conferred by IEEE Circuits and Systems Society, United States (2008)
- Certificate of Appreciation conferred by IEEE Circuits and Systems Society, United States (2009)
- Recognition of Service Award conferred by ACM, Italy (2013)
Fellowships
- Fellow - IEEE, Stati Uniti (2012-)
IEEE Senior Member
Editorial boards
- IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS (2022-), Editorial board member
- IEEE DESIGN & TEST OF COMPUTERS (2012-), Editorial board member
- ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS (2012-2020), Editorial board member
Conferences
- International Symposium on Low-Power Electronics and Design (General Chair), Program chair
- International Symposium on Low-Power Electronics and Design, Program chair
Other research or teaching roles outside Politecnico
- Attivita' di insegnamento (art. 23 L. 240/10), presso Università Telematica Internazionale UNINETTUNO (27/5/2013-26/5/2016)
Roles as evaluator or expert
- H2020. 2017
EUROPEAN COMMISSION - VI Framework Program. 2003
EUROPEAN COMMISSION - VII Framework Program. 2013
EUROPEAN COMMISSION
Teaching
Collegi of the PhD programmes
- INGEGNERIA INFORMATICA E DEI SISTEMI, 2016/2017 (33. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2015/2016 (32. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2014/2015 (31. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2013/2014 (30. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2012/2013 (29. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2011/2012 (28. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2010/2011 (27. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2009/2010 (26. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2008/2009 (25. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2007/2008 (24. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2006/2007 (23. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2005/2006 (22. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2004/2005 (21. ciclo)
Politecnico di TORINO - INFORMATICA, 2002/2003 (19. ciclo)
Università degli Studi di VERONA
Collegi of the degree programmes
Teachings
Master of Science
- Energy management for IoT. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Energy management for IoT. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Energy management for IoT. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Energy management for IoT. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Energy management in mobile systems. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Energy management for IoT. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Energy management in mobile systems. A.A. 2018/19, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Bachelor of Science
- Informatica. A.A. 2023/24, INGEGNERIA GESTIONALE. Titolare del corso
- Informatica. A.A. 2022/23, INGEGNERIA GESTIONALE. Titolare del corso
- Informatica. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Informatica. A.A. 2019/20, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Tecnologie per IoT. A.A. 2019/20, INGEGNERIA INFORMATICA. Collaboratore del corso
- Informatica. A.A. 2018/19, INGEGNERIA AEROSPAZIALE. Titolare del corso
Research
Research groups
Research projects
Projects funded by competitive calls
- Image analytics for in-situ defects detection in Additive Manufacturing, (2019-2020) - Responsabile Scientifico
Corporate-funded and donor-funded research - EMBAI - INF (Digital Infrastructure), (2019-2019) - Responsabile Scientifico
UE-funded research - Approxim@ction - INF (Digital Infrastructure), (2018-2018) - Responsabile Scientifico
UE-funded research - Mathematical models for orders forecasting and management and big data analysis for orders pre-configuration, (2017-2017) - Responsabile Scientifico
Corporate-funded and donor-funded research - DISLO-MAN - Dynamic Integrated ShopfLoor operation Management for Industry 4.0, (2016-2019) - Responsabile Scientifico
Regionally funded research - Piattaforme Tecnologiche - Mathematical models for orders forecasting and management and big data analysis for orders pre-configuration, (2016-2016) - Responsabile Scientifico
Corporate-funded and donor-funded research - DAMASCO (DATA ACQUISITION AND MANAGEMENT IN A SENSING AND COMMUNICATING ENVIRONMENT), (2006-2011) - Responsabile Scientifico
Nationally funded research - FIRB
Projects funded by commercial contracts
- Rinnovo Accordo di Partnership n. 402/2016 tra Politecnico di Torino e ST Microelectronics S.r.l. per la collaborazione allo svolgimento attività di ricerca avanzata congiunta presso il laboratorio “ST-POLITO" c/o DAUIN, (2022-2026) - Responsabile Scientifico
Partnership Agreements - Sviluppo software, progettazione e prototipazione di dispositivi IoT e algoritmi e loro integrazione nella piattaforma, (2023-2023) - Responsabile Scientifico
Commercial Research - TransfoClean4OT, (2023-2023) - Responsabile Scientifico
Commercial Research - Proroga del contratto di prestazione di servizi tra Cefriel s.c.a.r.l. e Politecnico di Torino per lo svolgimento di attività connesse al progetto “Independent scientific support and emergent technologies service”., (2021-2022) - Componente gruppo di Ricerca
Commercial contracts for the provision of services - Definizione e sviluppo di una piattaforma software per il supporto della produzione, (2021-2023) - Responsabile Scientifico
Commercial Research - Definizione e sviluppo di una piattaforma software per il supporto della produzione, (2021-2022) - Responsabile Scientifico
Commercial Research - Supporto per lo sviluppo di una piattaforma di digital twinning per applicazioni industriali, (2021-2022) - Responsabile Scientifico
Commercial Research - Definizione e sviluppo di una piattaforma software per la progettazione ed il supporto alla produzione, (2018-2019) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Matteo Risso. Programme in Ingegneria Informatica E Dei Sistemi (37th cycle, 2021-in progress)
Research subject: Automatic hardware-aware design and optimization of deep learning models
Controls and system engineering Data science, Computer vision and AI Life sciences Controls and system engineering Data science, Computer vision and AI Life sciences - Marco Castangia. Programme in Ingegneria Informatica E Dei Sistemi (36th cycle, 2020-in progress)
Thesis: Machine learning techniques for the analysis of energy consumption and production - Francesco Daghero. Programme in Ingegneria Informatica E Dei Sistemi (36th cycle, 2020-in progress)
Thesis: Implementation of Machine Learning Algorithms on Ultra-Low-Power Hardware for In-Sensor Inference - Davide Cannizzaro. Programme in Ingegneria Informatica E Dei Sistemi (35th cycle, 2019-2023)
Thesis: A management framework for smart manufacturing applications in Industry 4.0 - Matteo Orlando. Programme in Ingegneria Informatica E Dei Sistemi (35th cycle, 2019-2023)
Thesis: Distributed platform for multi-model co-simulations in Smart Grid
Publications
Publications by type
Last years publications
Latest publications View all publications in Porto@Iris
- Risso, Matteo; Burrello, Alessio; Maria Sarda, Giuseppe; Benini, Luca; Macii, Enrico; ... (In stampa)
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference. In: ACM/IEEE International Symposium on Low Power Electronics and Design
Contributo in Atti di Convegno (Proceeding) - Alamin, Khaled; JAHIER PAGLIARI, Daniele; Chen, Yukai; Macii, Enrico; Vinco, Sara; ... (In stampa)
Model-Driven Feature Engineering for Data-Driven Battery SOH Model. In: Design, Automation and Test in Europe Conference, Valencia, Spain, 25-27 March 2024
Contributo in Atti di Convegno (Proceeding) - Daghero, Francesco; Burrello, Alessio; Macii, Enrico; Montuschi, Paolo; Poncino, ... (2024)
Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes. In: IEEE INTERNET OF THINGS JOURNAL, vol. 11, pp. 742-757. ISSN 2327-4662
Contributo su Rivista - Hamdi, MOHAMED AMINE; Pollo, Giovanni; Risso, Matteo; Haugou, Germain; Burrello, ... (2024)
Integrating SystemC-AMS power modeling with a RISC-V ISS for virtual prototyping of battery-operated embedded devices. In: Computing Frontiers Open-Source Hardware Workshop
Contributo in Atti di Convegno (Proceeding) - Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; ... (2023)
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge. In: IEEE TRANSACTIONS ON COMPUTERS, vol. 72, pp. 744-758. ISSN 0018-9340
Contributo su Rivista - Burrello, Alessio; Risso, Matteo; Tomasello, Noemi; Chen, Yukai; Benini, Luca; Macii, ... (2023)
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation. In: Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp (Belgium), 17-19 April 2023. ISBN: 978-3-9819263-7-8
Contributo in Atti di Convegno (Proceeding) - Sidahmed Alamin, Khaled Sidahmed; Daghero, Francesco; Pollo, Giovanni; Pagliari, Daniele ... (2023)
Model-Driven Dataset Generation for Data-Driven Battery SOH Models. In: IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Vienna (AUT), 07-08 August 2023, pp. 1-6. ISBN: 979-8-3503-1175-4
Contributo in Atti di Convegno (Proceeding) - Alamin, Khaled Sidahmed Sidahmed; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, ... (2023)
Digital Twins for Electric Vehicle SoX Battery Modeling: Status and Proposed Advancements. In: AEIT International Conference on Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE), Modena, Italy, 17-19 July 2023, pp. 1-6. ISBN: 978-88-87237-57-3
Contributo in Atti di Convegno (Proceeding) - Orlando, Matteo; Bottaccioli, Lorenzo; Quer, Stefano; Poncino, Massimo; Vinco, Sara; ... (2023)
A Framework for Economic and Environmental Benefit Through Renewable Energy Community. In: IEEE SYSTEMS JOURNAL, vol. 17, pp. 5626-5635. ISSN 1932-8184
Contributo su Rivista - Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, ... (2023)
Efficient Deep Learning Models for Privacy-preserving People Counting on Low-resolution Infrared Arrays. In: IEEE INTERNET OF THINGS JOURNAL, vol. 10, pp. 13895-13907. ISSN 2327-4662
Contributo su Rivista - Hoo Cho, Young; Baek, Donkyu; Chen, Yukai; Jae Jung, Min; Vinco, Sara; Macii, Enrico; ... (2023)
Multi-Criteria Coordinated Electric Vehicle-Drone Hybrid Delivery Service Planning. In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, vol. 72, pp. 5892-5905. ISSN 0018-9545
Contributo su Rivista - Xie, Chen; Burrello, Alessio; Daghero, Francesco; Benini, Luca; Calimera, Andrea; Macii, ... (2023)
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference. In: SENSORS, vol. 23, pp. 1-21. ISSN 1424-8220
Contributo su Rivista - Daghero, F; Burrello, A; Xie, C; Benini, L; Calimera, A; Macii, E; Poncino, M; Jahier ... (2022)
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers. In: 29th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration (VLSI-SoC 2021), Singapore, October 4-8, 2021, pp. 25-47. ISSN 1868-4238. ISBN: 978-3-031-16817-8
Contributo in Atti di Convegno (Proceeding) - Burrello, A.; Zara, G.; Benini, L.; Brunelli, D.; Macii, E.; Poncino, M.; Jahier ... (2022)
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning. In: SUSTAINABLE COMPUTING, vol. 35. ISSN 2210-5379
Contributo su Rivista - Burrello, A.; Bianco Morghet, F.; Scherer, M.; Benatti, S.; Benini, L.; Macii, E.; ... (2022)
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. In: 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022, Antwerp, Belgium, 2022, pp. 1443-1448. ISSN 1558-1101. ISBN: 978-3-9819263-6-1
Contributo in Atti di Convegno (Proceeding) - Burrello, A.; Jahier Pagliari, D.; Bianco, M.; Macii, E.; Benini, L.; Poncino, M.; ... (2022)
Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data. In: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taipei, Taiwan, 13-15 October 2022, pp. 153-157. ISSN 2163-4025. ISBN: 978-1-6654-6917-3
Contributo in Atti di Convegno (Proceeding) - Chen, Y.; Chiaro, R.; Macii, E.; Poncino, M.; Jahier Pagliari, D. (2022)
C-NMT: A Collaborative Inference Framework for Neural Machine Translation. In: 2022 IEEE International Symposium on Circuits and Systems, ISCAS 2022, Austin (USA), 27 May 2022 - 01 June 2022, pp. 1512-1516. ISSN 2158-1525. ISBN: 978-1-6654-8485-5
Contributo in Atti di Convegno (Proceeding) - Risso, M.; Burrello, A.; Benini, L.; Macii, E.; Poncino, M.; Jahier Pagliari, D. (2022)
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes. In: 13th IEEE International Green and Sustainable Computing Conference, IGSC 2022, Pittsburgh, PA, USA, 2022, pp. 1-6. ISBN: 978-1-6654-6550-2
Contributo in Atti di Convegno (Proceeding) - Bocca, Alberto; Chen, Yukai; Macii, Alberto; Macii, Enrico; Poncino, Massimo (2022)
A cost-benefit analysis of batteries for Internet-of-Things applications. In: AEIT 2022 International Annual Conference, Roma, 3-5 October 2022, pp. 1-6. ISBN: 978-88-87237-55-9
Contributo in Atti di Convegno (Proceeding) - Cannizzaro, Davide; Simone, Filomena; Illgner-Fehns, Klaus; Mata, Sara; Mondino, Ivan; ... (2022)
Quality inspection of critical aircraft engine components: towards full automation. In: 2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Stuttgart (DE), 6th-9th September 2022
Contributo in Atti di Convegno (Proceeding) - Daghero, Francesco; Jahier Pagliari, Daniele; Poncino, Massimo (2022)
Two-stage Human Activity Recognition on Microcontrollers with Decision Trees and CNNs. In: 17th International Conference on Ph.D Research in Microelectronics and Electronics, PRIME 2022, Villasimius (ITA), 2022, pp. 173-176. ISBN: 978-1-6654-6700-1
Contributo in Atti di Convegno (Proceeding) - Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, ... (2022)
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs. In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Austin, TX (USA), 27 May 2022 - 01 June 2022, pp. 1332-1336
Contributo in Atti di Convegno (Proceeding) - Daghero, Francesco; Burrello, Alessio; Xie, Chen; Castellano, Marco; Gandolfi, Luca; ... (2022)
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks. In: ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, vol. 21, pp. 1-28. ISSN 1539-9087
Contributo su Rivista - Burrello, Alessio; JAHIER PAGLIARI, Daniele; Maria Rapa, Pierangelo; Semilia, Matilde; ... (2022)
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring. In: ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE, vol. 3, pp. 1-25. ISSN 2691-1957
Contributo su Rivista - Risso, Matteo; Burrello, Alessio; Benini, Luca; Macii, Enrico; Poncino, Massimo; Jahier ... (2022)
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks. In: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston (USA), August 1 - 3, 2022, pp. 1-6. ISBN: 9781450393546
Contributo in Atti di Convegno (Proceeding) - Chen, Yukai; Wang, Wenlong; JAHIER PAGLIARI, Daniele; Macii, Enrico; Poncino, Massimo (2022)
Assessing the dependence of li-Ion batteries capacity on load current frequency. In: 2022 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), Sorrento, Italy, 22-24 June 2022, pp. 58-63. ISBN: 978-1-6654-8459-6
Contributo in Atti di Convegno (Proceeding) - Bocca, Alberto; Chen, Yukai; Macii, Alberto; Macii, Enrico; Poncino, Massimo (2022)
Adapting the Peukert equation to batteries discharged at pulse currents. In: 2022 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), Sorrento, Italy, 22-24 June 2022, pp. 64-69. ISBN: 978-1-6654-8459-6
Contributo in Atti di Convegno (Proceeding) - Alamin, KHALED SIDAHMED SIDAHMED; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, ... (2022)
A Machine Learning-based Digital Twin for Electric Vehicle Battery Modeling. In: IEEE International Conference on Omin-Layer Intelligent Systems (COINS), Barcelona (Spagna), 1-3 August 2022, pp. 1-6. ISBN: 978-1-6654-8356-8
Contributo in Atti di Convegno (Proceeding) - Daghero, Francesco; Burrello, Alessio; Xie, Chen; Benini, Luca; Calimera, Andrea; Macii, ... (2021)
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers. In: 29th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021, Virtual Conference, 2021, pp. 1-6. ISBN: 978-1-6654-2614-5
Contributo in Atti di Convegno (Proceeding) - Macii, Enrico; Calimera, Andrea; Macii, Alberto; Poncino, Massimo (2017)
Logic Synthesis of CMOS Circuits and Beyond. In: Nanoelectronics: Materials, Devices, Applications / S.N., S.L., Wiley-VCH Verlag, pp. 331-362. ISBN: 9783527800728
Contributo in Volume
Society and Enterprise
Patents and other intellectual properties
- Instrumentation method for a calculation circuit in order to dynamically modify its precision, by acting on its working conditions. national and international Patent
Inventors: Daniele Jahier Pagliari Massimo Poncino