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.
MATHEMA Presents on Latent Space Security at Conference on Cyber Humanities
The 2025 IEEE International Conference on Cyber Humanities (IEEE CH) was held from 8-19 September 2025 and focused on exploring how advanced...
Swim-nsm monitoring module for network state monitoring
The EXTRACT monitoring platform, developed by Ikerlan, aims to ensure that all nodes in the Edge-to-Cloud continuum operate according to defined...
Deploying and Executing Workflows Across the Compute Continuum
One of the main goals of the EXTRACT project is building an integrated platform that allows complex data workflows to be run smoothly across a very...
CIDAI: Data and AI Proof of Concept
At the online event organized by CIDAI, different projects will showcase their prototypes and innovative proofs-of-concept that demonstrate the...
DATAWEEK 2025
Organised by BDVA, Data Week 2025 will center its focus on the fundamental elements of Data Value creation. Artificial intelligence (AI) serves as a...
EGI2025
At the annual EGI conference, international scientific communities, computing and service providers, European projects, security experts, community...