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 project joins Cloud-Edge-IoT community at BDVA Data Week 2023
Andoni Amurrio Gonzalez from IKERLAN presented at the BDVA DataWeek 2023 in Luleå, Sweden on 14 June 2023 as part of the session on 'Building a Cognitive Cloud-Edge Continuum for Next-Generation Data Processing Applications'. His presentation introduced the goals and...
EXTRACT CONSORTIUM MEETS IN Venice – Site of the PER USE CASE
From May 31st to June 1st, 2023, the second in-person project meeting of the EXTRACT project took place at the historical Palazzo Giustinian in Venice. The meeting, organized by Dr. Enrico Gavagnin on behalf of Città Metropolitana di Venezia, counted with the...
IVOA May 2023 Interoperability Meeting Explores Data-Driven Workflows and Transient Astrophysics with EXTRACT Project
Bologna, Italy - The Congress Centre of the Research Area in Bologna served as the host venue for the IVOA (Northern Spring) May 2023 Interoperability Meeting. The event took place from Monday, May 8 to Friday, May 12, 2023. Organized by VObs.it, the Italian project...
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