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.
Transforming Crisis Management in Venice Through Innovative EXTREME DATA Solutions
The city of Venice is the site of the EXTRACT project's Personalized Evacuation Route (PER) use case focuses on testing the project's cutting-edge extreme data mining technology across the compute continuum. Venice was chosen due to the unique challenges it presents,...
NEW FACTSHEET: Learn ABOUT the DATANEXUS Cluster
What is THE DATANEXUS Cluster? EXTRACT is part of the 7 EU-funded projects under the Horizon Europe call HORIZON-CL4-2022-DATA-01-05 working toward find extreme data mining, aggregation and analytics technologies and solutions. As part of this important DATANEXUS...
Pursuing the ultimate serverless experience
By: Universität Rovira i Virgili The advent of serverless computing was primarily aimed at abstracting the management of computational infrastructure for developers. From that moment on, programmers could stop worrying about server configurations. A great example of...
9th Int´l WS on Serverless Computing
Partner URV participated in the 9th International Workshop on Serverless Computing (WoSC9). This workshop brought together researchers and practitioners to discuss their experienes and thoughts on future directions for the field. More information on the workshop is...
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 Italian Ministry of Culture and the Fondazione Scuola dei beni e delle attività culturali, with support from Aedeka and...
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, Spain. Elli will talk about "Edge Computing for a Cleaner and Safer Mobility" at the Generalitat de Catalunya booth. The...