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.
TASKA “C” Use Case: Fast-paced data calibration and imaging on the “C”loud
In the TASKA use case “C”, radio telescopes are used for imaging solar activity, particularly at very low radio frequencies. At these frequencies,...
TASKA “A” Use Case: “A”gile detection and analysis of solar activity using NenuFAR radiotelescopes
The TASKA “A” use case seeks to efficiently detect and model the solar activity received by the NenuFAR radiotelescope in Nançay, France. The goal...
Successful presentation of the PER case at the Smart City Expo World Congress
Eduardo Quiñones, principal investigator of the project, along with Enrico Gavagnin, Venice Councillor and Marc Montlleó, Director of Environmental...
EXTRACT Project and LOGOS: Enhancing European Collaboration at the ‘Connect & Create’ Event
EXTRACT partner, LOGOS RI, participated in the networking event “Connect & Create,” organized by the Grant Office for European funding from the...
SMART CITY presentation: Edge computing for safer and cleaner mobility
On 9 November 2023, Barcelona Supercomputing Center partner, Elli Kartsakli, will present at the 2023 Smart City Expo World Congress in Barcelona,...
EXTRACT Presence in Hardwear.io security conference
Partner BINARE participated in the 2023 Hardware Security Conference and Training event held in The Hague, Netherlands from 30 October-3 November...