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 showcases AI/Data advances at ADR Digital Exhibit
Members of the EU AI Community came together as part of the online European Convergence Summit, hosted by the AI, Data and Robotics Association...
EXTRACT Invited Talk at AeIC 2024
EXTRACT coordinator Eduardo Quiñones from the Barcelona Supercomputing Center was invited to speak at the 28th Ada-Europe International Conference...
Venice UDT Presented at CSC Digital TWin Seminar
Partner BINARE joined the CSC’s Digital Twins Technologies group at their Digital Twin seminar on 27 May 2024. They shared a poster on the Urban...
BINARE talks EXTRACT at CSC Summer School in High-Performance Computing 2023
Two senior members from EXTRACT partner Binare participated in Finland's CSC Summer School in High-Performance Computing 2023. The summer school was...
Presentation in mobility course
EXTRACT project coordinator, Dr. Eduardo Quiñones, presented in the course "La Digitalizació de La Mobilitat" hosted by mobility consultancy,...
2023 IEEE International Conference on Cyber Security and Resilience
Presentation: Multi-party Computation for Privacy and Security in Machine Learning: A Practical Review We are excited to announce that LOGOS RI and...