Data has become one of the most valuable assets driving the digital transformation. Current data mining solutions are optimized to deal with specific data requirements but fail to cope as the data characteristics become extreme.

EXTRACT and ASCENDER projects deliver a data-driven open-source software platform which improves the complete lifecycle of extreme data mining workflows. This data-driven open-source platform integrates cloud, edge and HPC technologies for trustworthy, accurate, fair and green data mining workflows for high-quality actionable knowledge. It transforms data mining across the compute continuum by simplifying complex workflows and ensuring efficient, secure data processing.