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Coffea-casa: an analysis facility prototype

<!--HTML-->Data analysis in HEP has often relied on batch systems and event loops; users are given a non-interactive interface to computing resources and consider data event-by-event. The "Coffea-casa" prototype analysis facility is an effort to provide users with alternate mechanis...

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Autor principal: Shadura, Oksana
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:http://cds.cern.ch/record/2767245
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author Shadura, Oksana
author_facet Shadura, Oksana
author_sort Shadura, Oksana
collection CERN
description <!--HTML-->Data analysis in HEP has often relied on batch systems and event loops; users are given a non-interactive interface to computing resources and consider data event-by-event. The "Coffea-casa" prototype analysis facility is an effort to provide users with alternate mechanisms to access computing resources and enable new programming paradigms. Instead of the command-line interface and asynchronous batch access, a notebook-based web interface and interactive computing is provided. Instead of writing event loops, the column-based Coffea library is used. In this paper, we describe the architectural components of the facility, the services offered to end users, and how it integrates into a larger ecosystem for data access and authentication.
id cern-2767245
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2021
record_format invenio
spelling cern-27672452022-11-02T22:25:38Zhttp://cds.cern.ch/record/2767245engShadura, OksanaCoffea-casa: an analysis facility prototype25th International Conference on Computing in High Energy & Nuclear PhysicsConferences<!--HTML-->Data analysis in HEP has often relied on batch systems and event loops; users are given a non-interactive interface to computing resources and consider data event-by-event. The "Coffea-casa" prototype analysis facility is an effort to provide users with alternate mechanisms to access computing resources and enable new programming paradigms. Instead of the command-line interface and asynchronous batch access, a notebook-based web interface and interactive computing is provided. Instead of writing event loops, the column-based Coffea library is used. In this paper, we describe the architectural components of the facility, the services offered to end users, and how it integrates into a larger ecosystem for data access and authentication.oai:cds.cern.ch:27672452021
spellingShingle Conferences
Shadura, Oksana
Coffea-casa: an analysis facility prototype
title Coffea-casa: an analysis facility prototype
title_full Coffea-casa: an analysis facility prototype
title_fullStr Coffea-casa: an analysis facility prototype
title_full_unstemmed Coffea-casa: an analysis facility prototype
title_short Coffea-casa: an analysis facility prototype
title_sort coffea-casa: an analysis facility prototype
topic Conferences
url http://cds.cern.ch/record/2767245
work_keys_str_mv AT shaduraoksana coffeacasaananalysisfacilityprototype
AT shaduraoksana 25thinternationalconferenceoncomputinginhighenergynuclearphysics