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In-situ Topological Reduction of Scientific 3D Data

Project description

How to reduce all that data

With so much information around us and so many of us using the internet, the amount of data created each day is mind boggling. An estimated 2.5 quintillion bytes of data are produced each day and the number is steadily rising with the growth of the Internet of Things (IoT). In fact, the rate of data production is faster than storage speeds, which is causing a bottleneck, especially in scientific computing. The EU-funded TORI project is introducing the next generation data reduction tools for large-scale scientific 3D data. It will achieve this by addressing the issue of data reduction on two levels: by deriving an analysis framework for ensembles of topological objects inspired by optimal transport and by adapting topological data analysis (TDA) at the computational level. Ultimately, the project will establish TDA as a standard tool for the analysis of large-scale ensemble datasets.

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Host institution

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
Net EU contribution
€ 1 785 745,00
Address
Rue Michel Ange 3
75794 Paris
France

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Region
Ile-de-France Ile-de-France Paris
Activity type
Research Organisations
Non-EU contribution
€ 0,00

Beneficiaries (2)

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France
Net EU contribution
€ 1 785 745,00
Address
Rue Michel Ange 3
75794 Paris

See on map

Region
Ile-de-France Ile-de-France Paris
Activity type
Research Organisations
Non-EU contribution
€ 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.

SORBONNE UNIVERSITE
France
Net EU contribution
€ 212 500,00
Address
21 Rue De L'ecole De Medecine
75006 Paris

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Region
Ile-de-France Ile-de-France Paris
Activity type
Higher or Secondary Education Establishments
Non-EU contribution
€ 0,00