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.
What’s Next for EXTRACT as part of the DATANEXUS Cluster?
To push forward technological advancements and tackle key challenges in extreme data mining, aggregation and analytics, seven European projects are...
DataNexus Cluster Shares Common Challenges & Shared Successes @ Future Ready BOF
The EXTRACT project joined fellow DATANEXUS cluster siblings at the 2025 "Future-Ready: On-Demand Solutions with AI, Data, and Robotics" event...
Sustainability in the EXTRACT project
n the EXTRACT project, sustainability is a key driver for scientific, technical and business decisions. On the technical and scientific levels, Open Science principles are applied to facilitate the use of results by other parties. Adequation with current and future needs is also essential to ensure the sustainable development of the project.
GovTech Forum 2025
Enrico Gavagnin, Venice City Council and Scientific Coordinator of the EXTRACT Project, will be invited as a keynote speaker at the GovTech Forum to...
European Convergence Summit (ECS) 2025
On April 9, the European Convergence Summit (ECS) will bring together key players in AI, robotics, and big data at Concert Noble, Brussels, to...
WS at Future-Ready On-Demand Solutions with AI, Data, & Robotics Event
The EXTRACT project joined four members of its DataNexus cluster in a Birds of a Feather workshop as part of the first day of the "Future-Ready:...