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.
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...
International Women and Girls in Science day: Meet the Women Driving Our Project
On February 11, we celebrate the Women in Science who help make research and development possible. Get to know the responsabilities of the women driving the EXTRACT project.
URV presents at MIDDLEWARE 2023
BSC partner Universitat Rovira i Virgili (URV) presented its paper, "Glider: Serverless Ephemeral Stateful Near-Data Computation" on 13 December 2023. Researcher Daniel Pons delivered the presentation as part of Session1A- Serverless. The publication is available here...
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...