Roberto Sala

According to our database, Roberto Sala authored at least 41 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AI Applications Resource Allocation in Computing Continuum: A Stackelberg Game Approach.

Roberto Sala, Hamta Sedghani, Mauro Passacantando, Giacomo Verticale, Danilo Ardagna

IEEE Trans. Cloud Comput., 2025

Discrete Bayesian Optimization via Machine Learning.

Roberto Sala, Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi

Perform. Evaluation, 2025

OSCAR-P and aMLLibrary: Profiling and predicting the performance of FaaS-based applications in computing continua.

Roberto Sala, Bruno Guindani, Enrico Galimberti, Federica Filippini, Hamta Sedghani, Danilo Ardagna, Sebastián Risco, Germán Moltó, Miguel Caballer

J. Syst. Softw., 2025

Requirements definition for the economic, environmental and social sustainability assessment of Product-Service Systems: State-of-the-art.

Veronica Arioli, Roberto Sala, Fabiana Pirola, Giuditta Pezzotta

Comput. Ind. Eng., 2025

An Artificial Bee Colony algorithm with Machine Learning for Constrained Optimization in HPC.

Roberto Sala, Nikita Litovchenko, Davide Gadioli, Gianluca Palermo, Danilo Ardagna

Proceedings of the 33rd International Symposium on Modeling, 2025

On the use of Natural Language Processing for improving automatic maintenance report labelling in the aviation field.

Mattia Mauri, Roberto Sala, Duarte Dinis, Fabiana Pirola

Proceedings of the 7th International Conference on Industry of the Future and Smart Manufacturing (ISM 2025), 2025

The use of Natural Language Processing (NLP) in aviation: A case study using BERT.

Mariana M. Lopes, Duarte Dinis, Roberto Sala, Fabiana Pirola

Proceedings of the 7th International Conference on Industry of the Future and Smart Manufacturing (ISM 2025), 2025

Exploring the adoption of as-a-Service business models: Opportunities, Challenges and Enablers.

Federico Adrodegari, Laura Scalvini, Marco Ardolino, Roberto Sala, Mattia Galimberti, Giuditta Pezzotta

Proceedings of the 7th International Conference on Industry of the Future and Smart Manufacturing (ISM 2025), 2025

Total Cost and Total Value of Ownership in PSS: A Model for Economic and Environmental Sustainability.

Roberto Sala, Marco Ardolino, Federico Adrodegari, Giuditta Pezzotta

Proceedings of the Advances in Production Management Systems. Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond, 2025

Mapping the Intersection of Product-Service Systems, Industry 5.0, and the Sustainable Development Goals: A Bibliometric Study.

Slavko Rakic, Dragana Slavic, Selver Softic, Ioan Turcin, Vlad I. Bocanet, Veronica Arioli, Roberto Sala, Nenad Medic

Proceedings of the Advances in Production Management Systems. Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond, 2025

Manufacturing-As-A-Service: Challenges and Opportunities for Manufacturing Companies.

Giuditta Pezzotta, Sabrina Muttoni, Roberto Sala

Proceedings of the Advances in Production Management Systems. Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond, 2025

Designing Practical Learning Activities for Industry 4.0 and 5.0: A Case Study in a Learning Factory.

Mattia Galimberti, Luca Carminati, Roberto Sala, Fabiana Pirola, Rossella Pozzi, Monica Rossi

Proceedings of the Advances in Production Management Systems. Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond, 2025

Towards Effective Implementation of Digital Product Passports: Stakeholders Involved and Data Requirements.

Luca Carminati, Veronica Arioli, Roberto Sala, Fabiana Pirola, Giuditta Pezzotta

Proceedings of the Advances in Production Management Systems. Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond, 2025

Deep Surrogate Models of Serverless Batch Processing Services.

Yicheng Gao, Roberto Sala, Danilo Ardagna, Giuliano Casale

Proceedings of the Service-Oriented and Cloud Computing, 2025

2024

Blended learning in the engineering field: A systematic literature review.

Roberto Sala, Antonio Maffei, Fabiana Pirola, Fredrik Enoksson, Sandi Ljubic, Arian Skoki, Joseph P. Zammit, Amberlynn Bonello, Primoz Podrzaj, Tena Zuzek, Paolo C. Priarone, Dario Antonelli, Giuditta Pezzotta

Comput. Appl. Eng. Educ., May, 2024

PAK-MAN: Enhancing Parallel Bayesian Optimization of Cloud and HPC Systems via Machine Learning.

Leonardo Barone, Bruno Guindani, Roberto Sala, Davide Gadioli, Danilo Ardagna, Alessandra Guglielmi

Proceedings of the Performance Evaluation Methodologies and Tools, 2024

AI Education for Tomorrow's Workforce: Leveraging Learning Factories for AI Education and Workforce Preparedness.

Mohammad Hossein Dehbozorgi, Monica Rossi, Sergio Terzi, Luca Carminati, Roberto Sala, Francesco Magni, Fabiana Pirola, Rossella Pozzi, Fernanda Strozzi, Tommaso Rossi

Proceedings of the 8th IEEE Forum on Research and Technologies for Society and Industry Innovation, 2024

d-MALIBOO: a Bayesian Optimization framework for dealing with Discrete Variables.

Roberto Sala, Bruno Guindani, Danilo Ardagna, Alessandra Guglielmi

Proceedings of the 32nd International Conference on Modeling, 2024

Digital servitization of the machinery sector: a comparison between Italy-Based and Foreign companies.

Roberto Sala, Marco Ardolino, Federico Adrodegari, Giuditta Pezzotta

Proceedings of the 6th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024), 2024

Quantitative Assessment of Product-Service System Sustainability: A Literature Review.

Veronica Arioli, Roberto Sala, Fabiana Pirola, Giuditta Pezzotta

Proceedings of the Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments, 2024

Barriers and Challenges Toward the Servitization of the Machinery Sector: Evidence from Theory and Practice.

Marco Ardolino, Roberto Sala, Laura Scalvini, Syed Kazam Sajjad, Federico Adrodegari, Giuditta Pezzotta

Proceedings of the Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments, 2024

Greening AI: A Framework for Energy-Aware Resource Allocation of ML Training Jobs with Performance Guarantees.

Roberto Sala, Federica Filippini, Danilo Ardagna, Daniele Lezzi, Francesc Lordan, Patrick Thiem

Proceedings of the Advanced Information Networking and Applications, 2024

2023

Leveraging Natural Language Processing for enhanced remote troubleshooting in Product-Service Systems: A case study.

Roberto Sala, Fabiana Pirola, Giuditta Pezzotta, Sergio Cavalieri

Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

The Role of Asset Ownership in PSS Theory: An Insight from Expert Interviews.

Oliver Stoll, Shaun West, Fabiana Pirola, Roberto Sala

Proceedings of the Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures, 2023

Lifecycle Management of Digitally-Enabled Product-Service Systems Offerings: The Next Challenge for Manufacturers.

Oliver Stoll, Shaun West, Fabiana Pirola, Roberto Sala

Proceedings of the Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures, 2023

The Digital Servitization of Manufacturing Sector: Evidence from a Worldwide Digital Servitization Survey.

Giuditta Pezzotta, Veronica Arioli, Federico Adrodegari, Mario Rapaccini, Nicola Saccani, Slavko Rakic, Ugljesa Marjanovic, Shaun West, Oliver Stoll, Stefan A. Wiesner, Marco Bertoni, David Romero, Fabiana Pirola, Roberto Sala, Paolo Gaiardelli

Proceedings of the Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures, 2023

Agent-Based Modelling For Assessing The Economic And Environmental Sustainability Of PSS.

Veronica Arioli, Roberto Sala, Fabiana Pirola, Giuditta Pezzotta

Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

2022

Tamquam alter idem: formal similarities in a subset of reports on anti-inflammatory compounds in the years 2008-2019.

Carlo Galli, Roberto Sala, Maria Teresa Colangelo, Stefano Guizzardi

Scientometrics, 2022

On the development of the Digital Shadow of the Fischertechnik Training Factory Industry 4.0: an educational perspective.

Roberto Sala, Fabiana Pirola, Giuditta Pezzotta

Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), 2022

A Benchmarking Study on Existing VSM Software.

Matteo Zanchi, Roberto Sala, Paolo Gaiardelli

Proceedings of the Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action, 2022

Design and Engineer Data-Driven Product Service System: A Methodology Update.

Fabiana Pirola, Giuditta Pezzotta, Veronica Arioli, Roberto Sala

Proceedings of the Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action, 2022

Digital Servitization in the Manufacturing Sector: Survey Preliminary Results.

Giuditta Pezzotta, Veronica Arioli, Federico Adrodegari, Mario Rapaccini, Nicola Saccani, Slavko Rakic, Ugljesa Marjanovic, Shaun West, Oliver Stoll, Jürg Meierhofer, Lennard Holst, Stefan A. Wiesner, Marco Bertoni, David Romero, Fabiana Pirola, Roberto Sala, Paolo Gaiardelli

Proceedings of the Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action, 2022

Subscription Business Models in the Manufacturing Field: Evidence from a Case Study.

Veronica Arioli, Roberto Sala, Fabiana Pirola, Giuditta Pezzotta

Proceedings of the Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action, 2022

2021

Improving Maintenance Service Delivery Through Data and Skill-Based Task Allocation.

Roberto Sala, Fabiana Pirola, Giuditta Pezzotta, Mariangela Vernieri

Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021

2020

Data-Driven Maintenance Delivery Framework: Test in an Italian Company.

Roberto Sala, Fabiana Pirola, Giuditta Pezzotta

Proceedings of the Advances in Production Management Systems. Towards Smart and Digital Manufacturing, 2020

The Data-Driven Product-Service Systems Design and Delivery (4DPSS) Methodology.

Roberto Sala, Alessandro Bertoni, Fabiana Pirola, Giuditta Pezzotta

Proceedings of the Advances in Production Management Systems. Towards Smart and Digital Manufacturing, 2020

2019

Between Innovation and Standardization, Is There Still a Room for Scientific Reports? The Rise of a Formatting Tradition in Periodontal Research.

Carlo Galli, Roberto Sala, Maria Teresa Colangelo, Stefano Guizzardi

Publ., 2019

A Dual Perspective Workflow to Improve Data Collection for Maintenance Delivery: An Industrial Case Study.

Roberto Sala, Fabiana Pirola, Emanuele Dovere, Sergio Cavalieri

Proceedings of the Advances in Production Management Systems. Production Management for the Factory of the Future, 2019

2017

The Design for Product Service Supportability (DfPSSu) Methodology: Generating Sector-Specific Guidelines and Rules to Improve Product Service Systems (PSSs).

Claudio Sassanelli, Giuditta Pezzotta, Roberto Sala, Angelos Koutopes, Sergio Terzi

Proceedings of the Product Lifecycle Management and the Industry of the Future, 2017

Defining a PSS Lifecycle Management System: Main Characteristics and Architectural Impacts.

Giuditta Pezzotta, Mariangela Lazoi, Roberto Sala, Fabiana Pirola, Antonio Margarito, Lorenzo Quarta

Proceedings of the Product Lifecycle Management and the Industry of the Future, 2017

The role of technology in designing and delivering Product-service Systems.

Roberto Sala, Vittorio Zanetti, Giuditta Pezzotta, Sergio Cavalieri

Proceedings of the International Conference on Engineering, Technology and Innovation, 2017