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.
BINARE members present EXTRACT at the CSC Summer School
BINARE members present EXTRACT at the CSC Summer School
VENICE: The unique site of the Personalised Evacuation Routing system
The City of Venice is famous tourist center due to its unique characteristics. However, these characteristics also make it a risk in crisis scenarios. Learn how EXTRACT technology will provide actionable knowledge based on extreme data.
HiPEAC info 69 is out! Learn how the EXTRACT project contributes to building a simple, secure and future-proof infrastructure
HiPEAC info 69 is out!
See page 24 for EXTRACT partner, SixSq’s article on ‘IOT-edge-cloud: Building a simple, secure, and future-proof infrastructure’.
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