Archives and Data Management Systems in the Big Data Era

The QUBRICS database for machine learning: architecture and performance.

27 Feb 2025, 09:20

20m

216 (CNR Bologna)

Session 5 - Workflow management systems and Data Mining

Speaker

Giorgio Calderone (Istituto Nazionale di Astrofisica (INAF))

Description

The QUBRICS project aims to identify new, bright and high-redshift QSOs in the Southern Hemisphere using photometric data from several astronomical surveys, and machine learning methods for classification and redshift regression.

I will briefly describe the architecture and performance of our internal database, and its role within the QUBRICS ecosystem.