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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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Lenguaje: | eng |
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2021
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Acceso en línea: | http://cds.cern.ch/record/2767245 |
_version_ | 1780971281698521088 |
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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 |