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.
BINARÉ-hosted EXTRACT hackathon drives innovation at the NESU Autumn Conference: Students deliver impressive long-term sustainability plans
Nordic business students participated in the Binaré-organized Hackathon to develop innovative exploitation and sustainability strategies for...
Optimizing Compute Continuum Workflows with COMPSs Orchestration
The EXTRACT project tests its technology on the TASKA and PER use cases that make use of the entire compute continuum (edge, cloud, and...
Highlighting DataNexus cluster at EBDVF 2024
The EXTRACT project joined fellow EU-funded projects as part of the DATANEXUS cluster at the European Big Data Value Forum (EBDVF) 2024. From 2 to 4...
BINARE Shares EXTRACT Vision at CSC Supercomputing Innovation Summit
On 4-5 October 2023, BINARE attended the CSC-IT Center for Science Supercomputing Innovation Summit. This summit served to help demystify...
EXTRACT Joins European Research Night
European Research Night is held the last Friday in September in more than 300 cities in 30 European countries. This EU-funded initiative seeks to share research, innovation and results with all publics. EXTRACT participated in the Barcelona online edition of this event.
AMLE SUMMER SCHOOL
EXTRACT Coordinator, Eduardo Quiñones gave the keynote speech at the 2023 Adaptive Machine Learning at the Network Edge (AMLE) Summer School. His...