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.
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...
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....
IVOA May 2023 Interoperability Meeting: Exploring EXTRACT Project and Transient Astrophysics
Location: Congress Centre of the Research Area, Bologna, Italy Date: May 8-12, 2023 Discover the latest advancements in data-driven workflows and transient astrophysics at the IVOA May 2023 Interoperability Meeting. Held at the Congress Centre of the Research Area in...
Building a Cognitive Cloud-Edge Continuum for Next-Generation Data Processing Applications
Location: Luleå, Sweden Date: June 14, 2023 "Building a Cognitive Cloud-Edge Continuum for Next-Generation Data Processing Applications" Who Participates: Speakers from projects of the Cloud-Edge-IoT community, including Nikolaos Matskanis, Thomas Ohlson, Sébastien...
More:
https://t.co/lOfSdTN2BJ https://t.co/KySoPYQx7Y
✔️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
