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.
Training and poster at International WS on Planetary, Solar, & Heliospheric Radio Emissions
On 05 June 2025, Partners from Ekinox gave a training presentation at the Pôle Héliosphère et plasmas astrophysiques (HPA) at Observatoire de Paris...
Two posters at MaDICs 2025- Big Data- Data Science
Partners from the Observatoire de Paris presented TASKA A and C uses cases at the 7th MaDICS (Masses de Données, Informations et Connaissances en...
A Crucial Step Towards Optimization: On-the-Fly Partitioning
By: Octavio Horacio Iacoponelli, Enrique Molina-Giménez (Universitat Rovira I Virgili) As information volumes grow at unprecedented rates, the need...
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:...