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.
Harnessing technology for disaster management: The EXTRACT Project at GovTech Forum 2025
On 14 March 2025, Dr Enrico Gavagnin, from the Venice City Council and Scientific Coordinator of the EXTRACT Project, participated in the GovTech...
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...
EXTRACT @SCEWC ’24: Big Data & AI for urban decision-making
The EXTRACT project will play an active role in the 2024 Smart City Expo World Congress, the biggest and most influential event for cities and...
EBDVF 2024- EXTRACT Joins DATANEXUS for booth & session
The EXTRACT project will share the technology behind its solutions for harnessing extreme data across the compute continuum at the 2024 European Big...
EXTRACT Co- Hosts Hackathon at 2024 NESU Conference
The 2024 Nordic Economics Sudients’ Union (NESU) Autumn Conference is welcoming EXTRACT partner, Binare Oy, as co-organiser of a full-day Hackathon. Binare will present the EXTRACT project to future business professionals interested in applying cutting-edge research to real-life challenges.