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.
Building Edge to Cloud Data Lakes and Warehouses backed by Data Catalogue to Power AI
By:SIXSQ Efficiently managing data is one of the main challenges faced by complex computing systems, including AI. The rapid increase of Internet of Things (IoT) sensors and the vast amounts of raw data they generate have made it essential to effectively store and...
MWC24 0pens door to Industry
Elli Kartsakli and Alba Cañete from the BSC presented at the Barcelona Beat Agora, hosted by the Barcelona City Council on 26 February. Their presentation focused on smart city applications of the key enabling technologies that facilitate extreme data mining. It also included an introduction into the Venice Personalised Evacuation Route crisis management use case.
Observatoire de Paris hosts Consortium at site of TASKA use case
The third EXTRACT face-to-face meeting took place in Paris and Nançay France from 13-15 February 2024. Partner Observatoire de Paris hosted this three day event that provided key insights into the requirements of the Transient Astrophysics with a Square Kilometer...
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 2023. This event is a technical & hands-on platform focusing on the most innovative research on attacking and...
BINARE Shares EXTRACT Vision at CSC Supercomputing Innovation Summit
On 4-5 October 2023, BINARE attended the CSC-IT Center for Science Supercomputing Innovation Summit. This summit served to help demystify supercomputing for business by offering enlightening talks by top speakers and inspiring industrial use cases showcasing the...
EXTRACT Joins European Research Night
European Research Night is held the last Friday in September in more than 300 cities in 30 European countries. This EU-funded initiative seeks to share research, innovation and results with all publics. EXTRACT participated in the Barcelona online edition of this event.