Project description DEENESFRITPL Optimisation and improvement of extreme data mining Data and extracted knowledge have become a crucial part of the digital transformation of many sectors. The process of extracting knowledge from data relies on data mining, which requires optimisation for efficient and specific data collection. However, data mining cannot cope with situations where data characteristics are extreme. This creates a developmental bottleneck, and solutions are needed to allow for efficient data mining across computing continuums that can handle extreme data characteristics. The EU-funded EXTRACT project offers a solution to this challenge. It will develop a data-driven open-source software platform that will utilise a vast array of computing technologies to guarantee safety, improved performance and energy efficiency while allowing for extreme data mining. Show the project objective Hide the project objective Objective Data has become one of the most valuable assets, driving the digital transformation across many sectors. Current data mining solutions are optimized to deal with specific data requirements, but fail to cope as the data characteristics become extreme. There is therefore an urgent need for novel and holistic approaches to enable the development, deployment and efficient execution of data mining workflows across a heterogeneous, secure and energy-efficient compute continuum, while fulfilling the diverse extreme data characteristics. To fill this technological gap, EXTRACT will deliver a data-driven open-source software platform integrating the most relevant technologies, to facilitate the development of trustworthy, accurate, fair and green data mining workflows able to generate high-quality actionable knowledge. The EXTRACT platform will improve the complete lifecycle of extreme data mining workflows, significantly enhancing performance, energy-efficiency, scalability and security, while fulfilling the extreme data characteristics in a holistic way. Moreover, multiple computing technologies, from edge to cloud to HPC, will be integrated into a unified and secure compute continuum. Specifically, the platform will feature enhanced data infrastructures and AI & big-data frameworks, novel data-driven orchestration and distributed monitoring mechanisms, a unified continuum abstraction and cybersecurity and digital privacy across all software layers. The EXTRACT platform will be validated in two real-world use-cases with different extreme data requirements: 1) a Personalized Evacuation Route service, integrating data from the European data sources, Copernicus and Galileo, with 5G localization signals and smart city IoT sensors for civilian-centric crisis management; and 2) Transient Astrophysics with a SKA pathfinder, processing extreme data from 2000 radio-telescopes for the real-time assessment of solar activity, generating knowledge for further scientific exploitation. Fields of science engineering and technologycivil engineeringurban engineeringsmart citiesengineering and technologyelectrical engineering, electronic engineering, information engineeringinformation engineeringtelecommunicationstelecommunications networksmobile network5Gnatural sciencescomputer and information sciencessoftwarenatural sciencescomputer and information sciencesdata sciencedata miningengineering and technologyelectrical engineering, electronic engineering, information engineeringelectronic engineeringsensors Programme(s) HORIZON.2.4 - Digital, Industry and Space Main Programme HORIZON.2.4.7 - Advanced Computing and Big Data Topic(s) HORIZON-CL4-2022-DATA-01-05 - Extreme data mining, aggregation and analytics technologies and solutions (RIA) Call for proposal HORIZON-CL4-2022-DATA-01 See other projects for this call Funding Scheme RIA - Research and Innovation action Coordinator BARCELONA SUPERCOMPUTING CENTER CENTRO NACIONAL DE SUPERCOMPUTACION Net EU contribution € 847 000,00 Address Calle jordi girona 31 08034 Barcelona Spain See on map Region Este Cataluña Barcelona Activity type Research Organisations Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Participants (10) Sort alphabetically Sort by Net EU contribution Expand all Collapse all IKERLAN S. COOP Spain Net EU contribution € 489 125,00 Address P jose maria arizmendiarrieta 2 20500 Mondragon See on map Region Noreste País Vasco Gipuzkoa Activity type Research Organisations Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 UNIVERSITAT ROVIRA I VIRGILI Spain Net EU contribution € 537 500,00 Address Carrer de escorxador 43003 Tarragona See on map Region Este Cataluña Tarragona Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 OBSERVATOIRE DE PARIS France Net EU contribution € 458 000,00 Address Avenue de l observatoire 61 75014 Paris See on map Region Ile-de-France Ile-de-France Paris Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Third-party Legal entity other than a subcontractor which is affiliated or legally linked to a participant. The entity carries out work under the conditions laid down in the Grant Agreement, supplies goods or provides services for the action, but did not sign the Grant Agreement. A third party abides by the rules applicable to its related participant under the Grant Agreement with regard to eligibility of costs and control of expenditure. UNIVERSITE PARIS CITE France Net EU contribution € 52 500,00 Address 85 bd saint germain 75006 Paris See on map Region Ile-de-France Ile-de-France Paris Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Third-party Legal entity other than a subcontractor which is affiliated or legally linked to a participant. The entity carries out work under the conditions laid down in the Grant Agreement, supplies goods or provides services for the action, but did not sign the Grant Agreement. A third party abides by the rules applicable to its related participant under the Grant Agreement with regard to eligibility of costs and control of expenditure. CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS France Net EU contribution € 97 500,00 Address Rue michel ange 3 75794 Paris See on map Region Ile-de-France Ile-de-France Paris Activity type Research Organisations Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 LOGOS RICERCA E INNOVAZIONE Italy Net EU contribution € 441 000,00 Address Via bonaventura berlinghieri 24 50142 Firenze See on map Region Centro (IT) Toscana Firenze Activity type Research Organisations Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 CITTA' METROPOLITANA DI VENEZIA Italy Net EU contribution € 158 500,00 Address Palazzo ca corner san marco 2662 30124 Venezia See on map Region Nord-Est Veneto Venezia Activity type Public bodies (excluding Research Organisations and Secondary or Higher Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 BINARE OY Finland Net EU contribution € 521 000,00 Address Kympinkatu 3c (binare oy c/o yritys 40320 Jyvaskyla See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region Manner-Suomi Länsi-Suomi Keski-Suomi Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 ERICSSON TELECOMUNICAZIONI SPA Italy Net EU contribution € 526 000,00 Address Via anagnina 203 00118 Roma See on map Region Centro (IT) Lazio Roma Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 IBM ISRAEL - SCIENCE AND TECHNOLOGY LTD Israel Net EU contribution € 869 750,00 Address 94 derech em-hamoshavot 49527 Petach tikva See on map Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partners (1) Sort alphabetically Sort by Net EU contribution Expand all Collapse all SIXSQ SA Switzerland Net EU contribution € 0,00 Address Avenue de france 6 1202 Geneve See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region Schweiz/Suisse/Svizzera Région lémanique Genève Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00
