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BioDynaMo: Biological simulation in the cloud

<!--HTML-->Besides its traditional joint R&D activities between CERN and industry, CERN openlab runs an extensive programme of knowledge sharing projects. The goal is to understand what technologies and skills from the HEP community can be applied in other sciences and conversely if any id...

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Detalles Bibliográficos
Autores principales: Breitwieser, Lukas, Hesam, Ahmad Siar
Lenguaje:eng
Publicado: 2017
Materias:
Acceso en línea:http://cds.cern.ch/record/2295354
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author Breitwieser, Lukas
Hesam, Ahmad Siar
author_facet Breitwieser, Lukas
Hesam, Ahmad Siar
author_sort Breitwieser, Lukas
collection CERN
description <!--HTML-->Besides its traditional joint R&D activities between CERN and industry, CERN openlab runs an extensive programme of knowledge sharing projects. The goal is to understand what technologies and skills from the HEP community can be applied in other sciences and conversely if any ideas from other research communities can be used to support the HEP computing and data infrastructure. Today the main focus of this programme is to take part in defining the next generation of distributed data analysis and computing platforms, exploiting the flexibility of cloud infrastructures, common sets of tools and the recent trends in machine learning. This talk is the first part of a two-part series where we highlight the current collaborations in life science and medical research, following the recently approved CERN "Strategy for Knowledge Transfer for the Benefit of Medical Applications". We present BioDynaMo, a platform to simulate the growth and development of tissues starting from single cells. Addressing ambitious research questions, like modelling epilepsy, would require simulations with billions of cells on a large distributed cloud or HPC system. We explain the current parallelized simulation engine, benefiting from the ongoing software modernization efforts in the HEP community, our distributed computing approach, and give an outlook on future research and development.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
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spelling cern-22953542022-11-02T22:13:39Zhttp://cds.cern.ch/record/2295354engBreitwieser, LukasHesam, Ahmad SiarBioDynaMo: Biological simulation in the cloudBioDynaMo: Biological simulation in the cloudIT Technical Forum (ITTF)<!--HTML-->Besides its traditional joint R&D activities between CERN and industry, CERN openlab runs an extensive programme of knowledge sharing projects. The goal is to understand what technologies and skills from the HEP community can be applied in other sciences and conversely if any ideas from other research communities can be used to support the HEP computing and data infrastructure. Today the main focus of this programme is to take part in defining the next generation of distributed data analysis and computing platforms, exploiting the flexibility of cloud infrastructures, common sets of tools and the recent trends in machine learning. This talk is the first part of a two-part series where we highlight the current collaborations in life science and medical research, following the recently approved CERN "Strategy for Knowledge Transfer for the Benefit of Medical Applications". We present BioDynaMo, a platform to simulate the growth and development of tissues starting from single cells. Addressing ambitious research questions, like modelling epilepsy, would require simulations with billions of cells on a large distributed cloud or HPC system. We explain the current parallelized simulation engine, benefiting from the ongoing software modernization efforts in the HEP community, our distributed computing approach, and give an outlook on future research and development.oai:cds.cern.ch:22953542017
spellingShingle IT Technical Forum (ITTF)
Breitwieser, Lukas
Hesam, Ahmad Siar
BioDynaMo: Biological simulation in the cloud
title BioDynaMo: Biological simulation in the cloud
title_full BioDynaMo: Biological simulation in the cloud
title_fullStr BioDynaMo: Biological simulation in the cloud
title_full_unstemmed BioDynaMo: Biological simulation in the cloud
title_short BioDynaMo: Biological simulation in the cloud
title_sort biodynamo: biological simulation in the cloud
topic IT Technical Forum (ITTF)
url http://cds.cern.ch/record/2295354
work_keys_str_mv AT breitwieserlukas biodynamobiologicalsimulationinthecloud
AT hesamahmadsiar biodynamobiologicalsimulationinthecloud