Introducing Live Visualization for Distributed RDataFrame with Dask

ROOT is a powerful data analysis framework for High Energy Physics providing the users with a wide range of tools, namely RDataFrame, a high-level interface for data analysis. This report highlights the enhancements made to RDataFrame during my Summer Student Internship. My primary focus was on intr...

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Detalles Bibliográficos
Autor principal: Taider, Silia
Lenguaje:eng
Publicado: 2023
Materias:
Particle Physics - Experiment
Acceso en línea:http://cds.cern.ch/record/2871961
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author Taider, Silia
author_facet Taider, Silia
author_sort Taider, Silia
collection CERN
description ROOT is a powerful data analysis framework for High Energy Physics providing the users with a wide range of tools, namely RDataFrame, a high-level interface for data analysis. This report highlights the enhancements made to RDataFrame during my Summer Student Internship. My primary focus was on introducing a live visualization feature for distributed RDataFrame computations, an extension aimed at allowing real-time data representation by visualizing intermediate results as they are computed across multiple nodes of a Dask cluster.
id cern-2871961
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2023
record_format invenio
spelling cern-28719612023-09-21T20:54:31Zhttp://cds.cern.ch/record/2871961engTaider, SiliaIntroducing Live Visualization for Distributed RDataFrame with DaskParticle Physics - ExperimentROOT is a powerful data analysis framework for High Energy Physics providing the users with a wide range of tools, namely RDataFrame, a high-level interface for data analysis. This report highlights the enhancements made to RDataFrame during my Summer Student Internship. My primary focus was on introducing a live visualization feature for distributed RDataFrame computations, an extension aimed at allowing real-time data representation by visualizing intermediate results as they are computed across multiple nodes of a Dask cluster.CERN-STUDENTS-Note-2023-159oai:cds.cern.ch:28719612023-09-21
spellingShingle Particle Physics - Experiment
Taider, Silia
Introducing Live Visualization for Distributed RDataFrame with Dask
title Introducing Live Visualization for Distributed RDataFrame with Dask
title_full Introducing Live Visualization for Distributed RDataFrame with Dask
title_fullStr Introducing Live Visualization for Distributed RDataFrame with Dask
title_full_unstemmed Introducing Live Visualization for Distributed RDataFrame with Dask
title_short Introducing Live Visualization for Distributed RDataFrame with Dask
title_sort introducing live visualization for distributed rdataframe with dask
topic Particle Physics - Experiment
url http://cds.cern.ch/record/2871961
work_keys_str_mv AT taidersilia introducinglivevisualizationfordistributedrdataframewithdask

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