A distributed data-mining
software platform for
EXTReme dAta Across the
Compute conTinuum

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


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 kicks off!

EXTRACT kicks off!

Horizon Europe project EXTRACT kicks off with a holistic approach to extreme data across the compute continuum The EU-funded EXTRACT project began on 1 January 2023 bringing together a 10-partner consortium from Spain, France, Italy, Finland, Israel and Switzerland....


Thanks to @CMVenezia for being amazing hosts to the #extracteuproject ! We got to hone in on the risks that face #venice and to take steps to ensure that our technology and vision to exploit the #computecontinuum yields #actionable knowledge


https://t.co/lOfSdTN2BJ https://t.co/KySoPYQx7Y
EXTRACT_EU_proj photo
The #extractproject F2F is underway #Venice !

✔️monitoring project progress ➕ strategizing at 6 mos
✔️ visiting the site of our use case on the Personalized Evacuation Routing (PER) system

The PER will generate #evacuation routes by processing #extreme data https://t.co/g4L9nmytgh
EXTRACT_EU_proj photo
Our presentation made a significant impact at the recent IVOA May 2023 Interoperability Meeting. Access the presentation slides for a closer look and read more: https://t.co/4c1VVL5rDM #IVOA2023 #DataDrivenWorkflows #Astrophysics