Franco Fummi

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 105

Top Venues

FDL

DATE

CoRR

IEEE Trans. Computers

Publications

Federico Girella, Ziyue Liu, Franco Fummi, Francesco Setti, Marco Cristani, Luigi Capogrosso
Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect Detection. CoRR (2024)
Francesco Lumpp, Franco Fummi, Hiren D. Patel, Nicola Bombieri
Enabling Kubernetes Orchestration of Mixed-Criticality Software for Autonomous Mobile Robots. IEEE Trans. Robotics 40 (2024)
Francesco Biondani, Dong Seon Cheng, Franco Fummi
Adopting OPC UA for Efficient and Secure Firmware Transmission in Industry 4.0 Scenarios. ISIE (2024)
Mario Libro, Sebastiano Gaiardelli, Michele Lora, Franco Fummi
Integrating Modeling Languages with Ontologies in the Context of Industry 4.0. ICIT (2024)
Francesco Tosoni, Nicola Dall'Ora, Enrico Fraccaroli, Sara Vinco, Franco Fummi
Assessing Robustness of Smart Systems via Multi-domain Analog Fault Simulation. IOLTS (2024)
Sebastiano Gaiardelli, Michele Lora, Stefano Spellini, Franco Fummi
RRPDG: A Graph Model to Enable AI-Based Production Reconfiguration and Optimization. IEEE Trans. Ind. Informatics 20 (4) (2024)
Luigi Capogrosso, Federico Cunico, Dong Seon Cheng, Franco Fummi, Marco Cristani
A Machine Learning-Oriented Survey on Tiny Machine Learning. IEEE Access 12 (2024)
Khaled Sidahmed Sidahmed Alamin, Davide Appello, Alessandro Beghi, Nicola Dall'Ora, Fabio Depaoli, Santa Di Cataldo, Franco Fummi, Sebastiano Gaiardelli, Michele Lora, Enrico Macii, Alessio Mascolini, Daniele Pagano, Francesco Ponzio, Gian Antonio Susto, Sara Vinco
An AI-Enabled Framework for Smart Semiconductor Manufacturing. DATE (2024)
Nicola Dall'Ora, Enrico Fraccaroli, Renaud Gillon, Franco Fummi
Analog Fault Simulation: Trends and Perspectives in Analog Hardware Description Languages. LATS (2024)
Michele Lora, Sebastiano Gaiardelli, Chanwook Oh, Stefano Spellini, Pierluigi Nuzzo, Franco Fummi
Design Automation for Cyber-Physical Production Systems: Lessons Learned from the DeFacto Project. DATE (2024)
Sebastiano Gaiardelli, Stefano Spellini, Marco Panato, Carlo Tadiello, Michele Lora, Dong Seon Cheng, Franco Fummi
Enabling Service-Oriented Manufacturing Through Architectures, Models, and Protocols. IEEE Access 12 (2024)
Luigi Capogrosso, Federico Girella, Francesco Taioli, Michele Dalla Chiara, Muhammad Aqeel, Franco Fummi, Francesco Setti, Marco Cristani
Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection. CoRR (2024)
Luigi Capogrosso, Enrico Fraccaroli, Samarjit Chakraborty, Franco Fummi, Marco Cristani
MTL-Split: Multi-Task Learning for Edge Devices using Split Computing. CoRR (2024)
Luigi Capogrosso, Federico Girella, Francesco Taioli, Michele Dalla Chiara, Muhammad Aqeel, Franco Fummi, Francesco Setti, Marco Cristani
Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection. VISIGRAPP (2): VISAPP (2024)
Marco Emporio, Ariel Caputo, Deborah Pintani, Dong Seon Cheng, Thomas De Marchi, Gianmaria Forte, Franco Fummi, Andrea Giachetti
Integration of Extended Reality with a Cyber-Physical Factory Environment and its Digital Twins. Proc. ACM Hum. Comput. Interact. 8 (EICS) (2024)
Francesco Tosoni, Nicola Dall'Ora, Enrico Fraccaroli, Sara Vinco, Franco Fummi
Multidomain Fault Models Covering the Analog Side of a Smart or Cyber-Physical System. IEEE Trans. Computers 73 (3) (2024)
Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Franco Fummi, Santa Di Cataldo, Sara Vinco
A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring. ICIT (2024)
Luigi Capogrosso, Enrico Fraccaroli, Giulio Petrozziello, Francesco Setti, Samarjit Chakraborty, Franco Fummi, Marco Cristani
Enhancing Split Computing and Early Exit Applications through Predefined Sparsity. CoRR (2024)
Michele Boldo, Mirco De Marchi, Enrico Martini, Stefano Aldegheri, Davide Quaglia, Franco Fummi, Nicola Bombieri
Real-time multi-camera 3D human pose estimation at the edge for industrial applications. Expert Syst. Appl. 252 (2024)
Sadia Azam, Nicola Dall'Ora, Enrico Fraccaroli, Renaud Gillon, Franco Fummi
Analog Defect Injection and Fault Simulation Techniques: A Systematic Literature Review. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (1) (2024)
Geri Skenderi, Luigi Capogrosso, Andrea Toaiari, Matteo Denitto, Franco Fummi, Simone Melzi, Marco Cristani
Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning. CoRR (2023)
Luigi Capogrosso, Federico Cunico, Dong Seon Cheng, Franco Fummi, Marco Cristani
A Machine Learning-oriented Survey on Tiny Machine Learning. CoRR (2023)
Luigi Capogrosso, Luca Geretti, Marco Cristani, Franco Fummi, Tiziano Villa
HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package. CoRR (2023)
Luigi Capogrosso, Federico Cunico, Michele Lora, Marco Cristani, Franco Fummi, Davide Quaglia
Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications. CoRR (2023)
Luigi Capogrosso, Alessio Mascolini, Federico Girella, Geri Skenderi, Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Santa Di Cataldo, Sara Vinco, Enrico Macii, Franco Fummi, Marco Cristani
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0. CoRR (2023)
Francesco Tosoni, Nicola Dall'Ora, Enrico Fraccaroli, Sara Vinco, Franco Fummi
Thermal Digital Twin of a Multi-Domain System for Discovering Mechanical Faulty Behaviors. INDIN (2023)
Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio, Nicola Dall'Ora, Enrico Macii, Sara Vinco, Santa Di Cataldo, Franco Fummi
Robotic Arm Dataset (RoAD): A Dataset to Support the Design and Test of Machine Learning-Driven Anomaly Detection in a Production Line. IECON (2023)
Nicola Dall'Ora, Sadia Azam, Enrico Fraccaroli, Renaud Gillon, Franco Fummi
Verilog-A Implementation of Generic Defect Templates for Analog Fault Injection. ACM Great Lakes Symposium on VLSI (2023)
Luigi Capogrosso, Luca Geretti, Marco Cristani, Franco Fummi, Tiziano Villa
HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package. DDECS (2023)
Alessandro Beghi, Nicola Dall'Ora, Davide Dalle Pezze, Franco Fummi, Chiara Masiero, Stefano Spellini, Gian Antonio Susto, Francesco Tosoni
VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper. FDL (2023)
Cristian Turetta, Geri Skenderi, Luigi Capogrosso, Florenc Demrozi, Philipp H. Kindt, Alejandro Masrur, Franco Fummi, Marco Cristani, Graziano Pravadelli
Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments. DATE (2023)
Luigi Capogrosso, Federico Cunico, Michele Lora, Marco Cristani, Franco Fummi, Davide Quaglia
Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications. DDECS (2023)
Luigi Capogrosso, Alessio Mascolini, Federico Girella, Geri Skenderi, Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Santa Di Cataldo, Sara Vinco, Enrico Macii, Franco Fummi, Marco Cristani
Neuro-Symbolic Empowered Denoising Diffusion Probabilistic Models for Real-Time Anomaly Detection in Industry 4.0: Wild-and-Crazy-Idea Paper. FDL (2023)
Sadia Azam, Nicola Dall'Ora, Enrico Fraccaroli, André Alberts, Renaud Gillon, Franco Fummi
Investigation on Realistic Stuck-on/off Defects to Complement IEEE P2427 Draft Standard. ISQED (2022)
Sebastiano Gaiardelli, Stefano Spellini, Michele Pasqua, Mariano Ceccato, Franco Fummi
Integrating Smart Contracts in Manufacturing for Automated Assessment of Production Quality. IECON (2022)
Nicola Dall'Ora, Francesco Tosoni, Enrico Fraccaroli, Franco Fummi
Inferring Mechanical Fault Models from the Electrical Domain. ICPS (2022)
Michael Balszun, Clara Hobbs, Enrico Fraccaroli, Debayan Roy, Franco Fummi, Samarjit Chakraborty
Process Dynamics-Aware Flexible Manufacturing for Industry 4.0. CASE (2022)
Luigi Capogrosso, Geri Skenderi, Federico Girella, Franco Fummi, Marco Cristani
Toward Smart Doors: A Position Paper. ICPR Workshops (2) (2022)
Francesco Tosoni, Nicola Dall'Ora, Enrico Fraccaroli, Franco Fummi
A Framework for Modeling and Concurrently Simulating Mechanical and Electrical Faults in Verilog-AMS. FDL (2022)
Luigi Capogrosso, Geri Skenderi, Federico Girella, Franco Fummi, Marco Cristani
Toward Smart Doors: A Position Paper. CoRR (2022)
Khaled Sidahmed Sidahmed Alamin, Yukai Chen, Sebastiano Gaiardelli, Stefano Spellini, Andrea Calimera, Alessandro Beghi, Gian Antonio Susto, Franco Fummi, Enrico Macii, Sara Vinco
SMART-IC: Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing. LATS (2022)
Francesco Lumpp, Franco Fummi, Hiren D. Patel, Nicola Bombieri
Containerization and Orchestration of Software for Autonomous Mobile Robots: a Case Study of Mixed-Criticality Tasks across Edge-Cloud Computing Platforms. IROS (2022)
Federico Cunico, Luigi Capogrosso, Francesco Setti, Damiano Carra, Franco Fummi, Marco Cristani
I-SPLIT: Deep Network Interpretability for Split Computing. ICPR (2022)
Sebastiano Gaiardelli, Stefano Spellini, Michele Lora, Franco Fummi
A Hierarchical Modeling Approach to Improve Scheduling of Manufacturing Processes. ISIE (2022)
Sebastiano Gaiardelli, Stefano Spellini, Marco Panato, Michele Lora, Franco Fummi
A Software Architecture to Control Service-Oriented Manufacturing Systems. DATE (2022)
Federico Cunico, Luigi Capogrosso, Francesco Setti, Damiano Carra, Franco Fummi, Marco Cristani
I-SPLIT: Deep Network Interpretability for Split Computing. CoRR (2022)
Francesco Tosoni, Nicola Dall'Ora, Enrico Fraccaroli, Franco Fummi
The Challenges of Coupling Digital-Twins with Multiple Classes of Faults. LATS (2022)
Sadia Azam, Nicola Dall'Ora, Enrico Fraccaroli, Franco Fummi
Functional Level Abstraction and Simulation of Verilog-AMS Piecewise Linear Models. ISQED (2022)
Sebastiano Gaiardelli, Damiano Carra, Stefano Spellini, Franco Fummi
On the Impact of Transport Times in Flexible Job Shop Scheduling Problems. ETFA (2022)
Stefano Centomo, Andrea Avogaro, Marco Panato, Carlo Tadiello, Franco Fummi
A Design Methodology of Multi-level Digital Twins. ICIT (2021)
Stefano Spellini, Sebastiano Gaiardelli, Michele Lora, Franco Fummi
Enabling Component Reuse in Model-based System Engineering of Cyber-Physical Production Systems. ETFA (2021)
Sebastiano Gaiardelli, Stefano Spellini, Michele Lora, Franco Fummi
Modeling in Industry 5.0: What Is There and What Is Missing: Special Session 1: Languages for Industry 5.0. FDL (2021)
Geri Skenderi, Alessia Bozzini, Luigi Capogrosso, Enrico Carlo Agrillo, Giovanni Perbellini, Franco Fummi, Marco Cristani
DOHMO: Embedded Computer Vision in Co-Housing Scenarios. FDL (2021)
Nicola Bombieri, Silvia Scaffeo, Antonio Mastrandrea, Simone Caligola, Tommaso Carlucci, Franco Fummi, Carlo Laudanna, Gabriela Constantin, Rosalba Giugno
SystemC Implementation of Stochastic Petri Nets for Simulation and Parameterization of Biological Networks. ACM Trans. Embed. Comput. Syst. 20 (4) (2021)
Nicola Dall'Ora, Sadia Azam, Enrico Fraccaroli, André Alberts, Franco Fummi
A Common Manipulation Framework for Transistor-Level Languages. FDL (2021)
Francesco Lumpp, Marco Panato, Franco Fummi, Nicola Bombieri
A Container-based Design Methodology for Robotic Applications on Kubernetes Edge-Cloud architectures. FDL (2021)
Franco Fummi, Ian O'Connor
Holding Conferences Online in Pandemic Times: The DATE Experience. IEEE Des. Test 38 (4) (2021)
Nicola Dall'Ora, Sadia Azam, Enrico Fraccaroli, André Alberts, Franco Fummi
Predictive Fault Grouping based on Faulty AC Matrices. DDECS (2021)
Nicola Dall'Ora, Enrico Fraccaroli, Sara Vinco, Franco Fummi
Multi-Discipline Fault Modeling with Verilog-AMS. ICPS (2021)
Stefano Spellini, Roberta Chirico, Marco Panato, Michele Lora, Franco Fummi
Virtual Prototyping a Production Line Using Assume-Guarantee Contracts. IEEE Trans. Ind. Informatics 17 (9) (2021)
Nicola Dall'Ora, Sara Vinco, Franco Fummi
Functionality and Fault Modeling of a DC Motor with Verilog-AMS. INDIN (2020)
Enrico Fraccaroli, Michele Lora, Franco Fummi
Automatic Generation of Analog/Mixed Signal Virtual Platforms for Smart Systems. IEEE Trans. Computers 69 (9) (2020)
Enrico Fraccaroli, Alan Michael Padovani, Davide Quaglia, Franco Fummi
Network Synthesis for Industry 4.0. DATE (2020)
Stefano Centomo, Nicola Dall'Ora, Franco Fummi
The Design of a Digital-Twin for Predictive Maintenance. ETFA (2020)
Stefano Spellini, Roberta Chirico, Marco Panato, Michele Lora, Franco Fummi
Production Recipe Validation through Formalization and Digital Twin Generation. DATE (2020)
Stefano Aldegheri, Nicola Bombieri, Franco Fummi, Simone Girardi, Riccardo Muradore, Nicola Piccinelli
Late Breaking Results: Enabling Containerized Computing and Orchestration of ROS-based Robotic SW Applications on Cloud-Server-Edge Architectures. DAC (2020)
Sara Vinco, Nicola Bombieri, Daniele Jahier Pagliari, Franco Fummi, Enrico Macii, Massimo Poncino
A Cross-level Verification Methodology for Digital IPs Augmented with Embedded Timing Monitors. ACM Trans. Design Autom. Electr. Syst. 24 (3) (2019)
Stefano Spellini, Roberta Chirico, Michele Lora, Franco Fummi
Languages and Formalisms to Enable EDA Techniques in the Context of Industry 4.0. FDL (2019)
Nicola Dall'Ora, Stefano Centomo, Franco Fummi
Industrial-IoT Data Analysis Exploiting Electronic Design Automation Techniques. IWASI (2019)
Stefano Spellini, Michele Lora, Franco Fummi, Sudipta Chattopadhyay
Compositional Design of Multi-Robot Systems Control Software on ROS. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Jürgen Teich, Franco Fummi
Conference Reports: Recap of DATE 2019 in Florence, Italy. IEEE Des. Test 36 (4) (2019)
Nicola Bombieri, Antonio Mastrandrea, Silvia Scaffeo, Simone Caligola, Franco Fummi, Carlo Laudanna, Gabriela Constantin, Rosalba Giugno
On the Simulation and Automatic Parametrization of Metabolic Networks Through Electronic Design Automation. CIBB (2019)
Roberta Chirico, Stefano Spellini, Marco Panato, Michele Lora, Franco Fummi
A Contract-based Methodology for Production Lines Validation. INDIN (2019)
Michele Lora, Sara Vinco, Franco Fummi
Translation, Abstraction and Integration for Effective Smart System Design. IEEE Trans. Computers 68 (10) (2019)
Simone Caligola, Tommaso Carlucci, Franco Fummi, Carlo Laudanna, Gabriela Constantin, Nicola Bombieri, Rosalba Giugno
Efficient Simulation and Parametrization of Stochastic Petri Nets in SystemC: A Case study from Systems Biology. FDL (2019)
Simone Caligola, Tommaso Carlucci, Franco Fummi, Carlo Laudanna, Gabriela Constantin, Nicola Bombieri, Rosalba Giugno
Automatic Parameterization of the Purine Metabolism Pathway through Discrete Event-based Simulation. CIBCB (2019)
Michele Lora, Sara Vinco, Enrico Fraccaroli, Davide Quaglia, Franco Fummi
Analog Models Manipulation for Effective Integration in Smart System Virtual Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (2) (2018)
Stefano Centomo, Michele Lora, Franco Fummi
Transaction-level Functional Mockup Units for Cyber-Physical Virtual Platforms. FDL (2018)
Enrico Fraccaroli, Davide Quaglia, Franco Fummi
Simulation-based Holistic Functional Safety Assessment for Networked Cyber-Physical Systems. FDL (2018)
Enrico Fraccaroli, Francesco Stefanni, Romeo Rizzi, Davide Quaglia, Franco Fummi
Network Synthesis for Distributed Embedded Systems. IEEE Trans. Computers 67 (9) (2018)
Stefano Aldegheri, Nicola Bombieri, Nicola Dall'Ora, Franco Fummi, Simone Girardi, Marco Panato
A Framework for the Design and Simulation of Embedded Vision Applications Based on OpenVX and ROS. ISCAS (2018)
Michele Lora, Stefano Centomo, Davide Quaglia, Franco Fummi
Automatic integration of cycle-accurate descriptions with continuous-time models for cyber-physical virtual platforms. DATE (2018)
Nicola Bombieri, Federico Busato, Franco Fummi
Pro++: A Profiling Framework for Primitive-Based GPU Programming. IEEE Trans. Emerg. Top. Comput. 6 (3) (2018)
Stefano Centomo, Marco Panato, Franco Fummi
Cyber-Physical Systems Integration in a Production Line Simulator. VLSI-SoC (2018)
Enrico Fraccaroli, Davide Quaglia, Franco Fummi
Efficient Simulation of Faults in Networked Cyber-Physical Systems. DCIS (2018)
Stefano Spellini, Michele Lora, Sudipta Chattopadhyay, Franco Fummi
Introducing assume-guarantee contracts for verifying robotic applications: work-in-progress. CODES+ISSS (2018)
Stefano Centomo, Michele Lora, Antonio Portaluri, Francesco Stefanni, Franco Fummi
Automatic Integration of HDL IPs in Simulink Using FMI and S-Function Interfaces. FDL (Selected Papers) (2017)
Sara Vinco, Yukai Chen, Franco Fummi, Enrico Macii, Massimo Poncino
A Layered Methodology for the Simulation of Extra-Functional Properties in Smart Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (10) (2017)
Nicola Bombieri, Federico Busato, Franco Fummi
Power-aware Performance Tuning of GPU Applications Through Microbenchmarking. DAC (2017)
Michele Lora, Enrico Fraccaroli, Franco Fummi
Virtual prototyping of smart systems through automatic abstraction and mixed-signal scheduling. ASP-DAC (2017)
Franco Fummi
Cyber-physical virtual platforms: Techniques for sensors integration. IWASI (2017)
Enrico Fraccaroli, Luca Piccolboni, Franco Fummi
A homogeneous framework for AMS languages instrumentation, abstraction and simulation. ETS (2017)
Enrico Fraccaroli, Michele Lora, Franco Fummi
Automatic abstraction of multi-discipline analog models for efficient functional simulation. DATE (2017)
Stefano Centomo, Michele Lora, Antonio Portaluri, Francesco Stefanni, Franco Fummi
Automatic generation of cycle-accurate Simulink blocks from hdl ips. FDL (2017)
Enrico Fraccaroli, Francesco Stefanni, Franco Fummi, Mark Zwolinski
Fault analysis in analog circuits through language manipulation and abstraction. FDL (2017)
Enrico Fraccaroli, Franco Fummi
Analog fault testing through abstraction. DATE (2017)
Enrico Fraccaroli, Francesco Stefanni, Franco Fummi, Mark Zwolinski
Fault Analysis in Analog Circuits Through Language Manipulation and Abstraction. FDL (Selected Papers) (2017)
Michele Lora, Sara Vinco, Franco Fummi
A unifying flow to ease smart systems integration. HLDVT (2016)
Sara Vinco, Valerio Guarnieri, Franco Fummi
Code Manipulation for Virtual Platform Integration. IEEE Trans. Computers 65 (9) (2016)
Enrico Fraccaroli, Michele Lora, Sara Vinco, Davide Quaglia, Franco Fummi
Integration of mixed-signal components into virtual platforms for holistic simulation of smart systems. DATE (2016)

Franco Fummi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Franco Fummi