A distributed data-mining
software platform for
EXTReme dAta Across the
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
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
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 partner Elli Kartsakli from the Barcelona Supercomputing Center (BSC-CNS) presented at the Generalitat de Catalunya Agora of the 2023 Smart City Expo World Congress. Elli´s presentation, "Edge computing for safe and clean mobility in smart cities" was...
An effective response is paramount in the event of unforeseen calamities such as natural disasters or attacks. EXTRACT seeks to help prepare effective responses in the case of emergency situations by extracting extreme volumes of data to inform actionable knowledge....
To help generate the high-resolution images generated from the data received from the SKA antennas, EXTRACT project is pursuing technical synergies that will help create and improve the workflows used in the TASKA use case by integrating the latest cloud technologies in data processing parallelisation.
On 9 November 2023, Barcelona Supercomputing Center partner, Elli Kartsakli, will present at the 2023 Smart City Expo World Congress in Barcelona, Spain. Elli will talk about "Edge Computing for a Cleaner and Safer Mobility" at the Generalitat de Catalunya booth. The...
EXTRACT Coordinator, Eduardo Quiñones gave the keynote speech at the 2023 Adaptive Machine Learning at the Network Edge (AMLE) Summer School. His speech, entitled "Task-based Parallel Programming Models: The Convergence of High-Performance and Edge Computing Domains",...
Two senior members from EXTRACT partner Binare participated in Finland's CSC Summer School in High-Performance Computing 2023. The summer school was aimed a graduate students working in various fields of science and industrial R&D professionals. The ten day school...