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.
Strengthening EXTRACT project success through external expertise and collaboration
As the EXTRACT project enters its final year, it is strengthened by a new collaboration with Ekinox, a French company specialized in creating...
Toward “Cybersecurity blueprints” that address modern security challenges
Given the heavily-digitization and numerous and diverse cyber-attacks that occur daily as part of our modern society, cybersecurity is increasingly...
Year 2 Wraps Up with Geneva F2F
This is the project’s fifth in-person meeting since the project’s inception. With a favorable mid-term review halfway through the project and several dissemination activities showcasing project results, we are confident that 2025 will help us reach our final goals and yield exciting results.
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...
EXTRACT Poster at womENcourage™ 2024
BSC partner, Alba Canete, will be presenting the EXTRACT project at the 2024 11th ACM Celebration of Women in Computing: womENcourage™ event, held...
EXTRACT at the MWC24
The 2024 Mobile World Congress (MWC) was held in Barcelona from 26-29 February. Partner Barcelona Supercomputing Center (BSC) attended and presented...