Delivering a data-driven open-source platform integrating cloud, edge and HPC technologies for trustworthy, accurate, fair and green data mining workflows for high-quality actionable knowledge
Objectives
Enable the development of complex and secure data mining workflows
Develop novel data-driven orchestration mechanisms to efficiently deploy and execute data mining workflows
Deliver the EXTRACT software platform and demonstrate its benefits in two use cases
Fully exploit the performance capabilities of the compute continuum to effectively address extreme data characteristics (high volume, variety, velocity, veracity) holistically
Foster the adoption of EXTRACT technology by industrial and academic communitie
Use cases
Personalized Evacuation Routing (PER) System
A Personalized Evacuation Routing (PER) System will serve to guide citizens in an urban environment (the city of Venice) through a safe route in real time.
The EXTRACT platform will be used to develop, deploy and execute a data-mining workflow to generate personalized evacuation routes for each citizen, displayed in a mobile phone app, by processing and analysing extreme data composed of Copernicus and Galileo satellite data, IoT sensors installed across the city, 5G mobile signal, and a semantic data lake fusing all this information.
Transient Astrophysics with a Square Kilometer Array Pathfinder (TASKA)
The Transient Astrophysics with a Square Kilometer Array Pathfinder (TASKA) case will use EXTRACT technology to develop data mining workflows that effectively reduce the huge amount of raw data produced by NenuFAR radio-telescopes by a factor of 100. This will allow the populating of high-quality datasets that will be openly accessible to the astronomy community (through the EOSC portal) to be leveraged for multiple research activities.
Organizing extreme data at the Edge
At the heart of the EXTRACT framework is data. The EXTRACT project, designed to tackle extreme data scenarios, leverages Nuvla.io and NuvlaEdge to...
EXTRACT Showcases Distributed WFL Orchestrator for Radio Astronomy at OAEG4 Meeting
The EXTRACT project unveiled a key innovation in radio astronomy data processing during a presentation to the OAEG4 expert group on virtual research...
EXTRACT RESULTS PRESENTED at EBDVF ´25
From 12 to 14 November 2025, members of the EXTRACT consortium joined the European Big Data Value Forum (EBDVF) in Copenhagen to share updates on...
EOSC Winter School 2026
Taking place on 27–29 January 2026 in Nice, France, the EOSC Winter School 2026will be collocated with a closed meeting of the EOSC Federation...
TASKA final event at SALF XI
The 11th Annual Science at Low Frequencies (SALF XI) Conference, will take place from 8–12 December 2025 in Orléans, France, with a visit to the...
PER spotlight at EU Science for Preparedness Conference
EXTRACT's Personalised Evacuation Routing (PER) system use case will be presented at the upcoming "EU Science for Preparedness Conference"...