The SmartData@PoliTO center focuses on Big Data technologies, Data Science and Machine Learning approaches.
We blend interdisciplinary people and competences from different domains to provide cross-domain solutions to the widest spectrum of knowledge discovery challenges, by leveraging advanced expertise in data science, from data management, to data modeling, analytics, and engineering.
We are a well-recognized center where experts in methodologies and domain experts from various disciplines work in a single space, facing both theoretical problems and helping companies toward applications.

SmartTalks

Cloud continuum machine learning: towards cooperative solutions for heterogeneous clusters

Presenter: Gabriele Scaffidi MilitoneMonday, January 27th, 2025, 5:30 PMLocation: Sala Grande Covivio, Corso Ferrucci 112 ABSTRACT The advent of the cloud continuum marks a significant step forward in computing, enabling the seamless integration of resources spanning edge, private, and public clouds. This paradigm shift offers significant opportunities. However, effectively orchestrating and optimizing job scheduling and […]

Continue reading

SmartTalks

Development Framework for the Engineering Process of edge-based AIoT sensor solutions

Presenter: Andrea PignataMonday, December 16th, 5:30 PMLocation: Sala Grande Covivio, Corso Ferrucci 112 ABSTRACT This research explores the development of an engineering framework for edge-based Artificial Intelligence of Things (AIoT) sensor solutions, addressing challenges in heterogeneous hardware and advanced paradigms like neuromorphic computing, while leveraging the benefits of edge-based solutions. Key contributions include the design […]

Continue reading

Seminars

On the dynamics of music virality and its relation with mainstream success

Presenter: Gabriel P. OliveiraMonday, November 4th, 5:30 PMLocation: Sala Grande Covivio, Corso Ferrucci 112 ABSTRACT Songs going viral are not new. Still, this phenomenon has reached new heights with the popularization of the Web and social platforms, which allow songs to achieve worldwide hit status almost instantly. The goal of this research is to analyze […]

Continue reading

SmartTalks

Multi-modal Learning for Reliable and Efficient Robotic Object Grasping

Presenter: Stephany Ortuno ChaneloMonday, October 21st, 2024 5:30 PMLocation: Sala Grande Polito@Covivio, Corso Ferrucci 112 ABSTRACT With increasing demand for efficiency in industrial settings, the need for advanced robotic systems has become essential. Automatic bin picking, a key task in automation, enhances  performances, providing a competitive advantage. This project proposes a novel gripper combination strategy. […]

Continue reading