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.
EXTRACT’s monitoring platform: The infrastructure behind the use cases
The EXTRACT project is an innovative project with two different use cases with the same challenge of integrating data for actionable knowledge. Despite their differences, both of the use cases, the Personalized Evacuation Route and the Transient Astrophysics with a...
Transforming Crisis Management in Venice Through Innovative EXTREME DATA Solutions
The city of Venice is the site of the EXTRACT project's Personalized Evacuation Route (PER) use case focuses on testing the project's cutting-edge extreme data mining technology across the compute continuum. Venice was chosen due to the unique challenges it presents,...
NEW FACTSHEET: Learn ABOUT the DATANEXUS Cluster
What is THE DATANEXUS Cluster? EXTRACT is part of the 7 EU-funded projects under the Horizon Europe call HORIZON-CL4-2022-DATA-01-05 working toward find extreme data mining, aggregation and analytics technologies and solutions. As part of this important DATANEXUS...
Digital Booth in ADR Exhibition
This year's European Convergence Summit 2024 will include a very special co-located Digital Exhibition on AI, Data and Robotics Technology. EXTRACT will have a digital booth showcasing its work at the intersection of AI and data. Several EC-funded projects will share...
URV Presents “Data Plug” at CCGRID’24
Aitor Arjona from URV presented in the session on Distributed and Parallel Storate Systems 1#, at the 24th IEEE/ACM International Sypoisum on Cluster, Cloud and Internet Computing (CCGRID), held in Philadelphia, USA from 6-9 May 2024.
EXTRACT Shares PER Urban Digital twin@ CSC-hosted Seminar
The EXTRACT project will join the CSC's Digital Twins Technologies group at their Digital Twin seminar around the theme Climate, Forest, Water on 27 May 2024. Partner BINARE will share a poster on the EXTRACT's Urban Digital Twin in the PER use case. The seminar aims...