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Accessing data federations with CVMFS
Data federations have become an increasingly common tool for large collaborations such as CMS and Atlas to efficiently distribute large data files. Unfortunately, these typically are implemented with weak namespace semantics and a non-POSIX API. On the other hand, CVMFS has provided a POSIX-complian...
Autores principales: | , , , , |
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Lenguaje: | eng |
Publicado: |
2017
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1088/1742-6596/898/6/062044 http://cds.cern.ch/record/2298614 |
_version_ | 1780957024615399424 |
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author | Weitzel, Derek Bockelman, Brian Dykstra, Dave Blomer, Jakob Meusel, Ren |
author_facet | Weitzel, Derek Bockelman, Brian Dykstra, Dave Blomer, Jakob Meusel, Ren |
author_sort | Weitzel, Derek |
collection | CERN |
description | Data federations have become an increasingly common tool for large collaborations such as CMS and Atlas to efficiently distribute large data files. Unfortunately, these typically are implemented with weak namespace semantics and a non-POSIX API. On the other hand, CVMFS has provided a POSIX-compliant read-only interface for use cases with a small working set size (such as software distribution). The metadata required for the CVMFS POSIX interface is distributed through a caching hierarchy, allowing it to scale to the level of about a hundred thousand hosts. In this paper, we will describe our contributions to CVMFS that merges the data scalability of XRootD-based data federations (such as AAA) with metadata scalability and POSIX interface of CVMFS. We modified CVMFS so it can serve unmodified files without copying them to the repository server. CVMFS 2.2.0 is also able to redirect requests for data files to servers outside of the CVMFS content distribution network. Finally, we added the ability to manage authorization and authentication using security credentials such as X509 proxy certificates. We combined these modifications with the OSGs StashCache regional XRootD caching infrastructure to create a cached data distribution network. We will show performance metrics accessing the data federation through CVMFS compared to direct data federation access. Additionally, we will discuss the improved user experience of providing access to a data federation through a POSIX filesystem. |
id | oai-inspirehep.net-1630215 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2017 |
record_format | invenio |
spelling | oai-inspirehep.net-16302152021-02-09T10:05:59Zdoi:10.1088/1742-6596/898/6/062044http://cds.cern.ch/record/2298614engWeitzel, DerekBockelman, BrianDykstra, DaveBlomer, JakobMeusel, RenAccessing data federations with CVMFSComputing and ComputersData federations have become an increasingly common tool for large collaborations such as CMS and Atlas to efficiently distribute large data files. Unfortunately, these typically are implemented with weak namespace semantics and a non-POSIX API. On the other hand, CVMFS has provided a POSIX-compliant read-only interface for use cases with a small working set size (such as software distribution). The metadata required for the CVMFS POSIX interface is distributed through a caching hierarchy, allowing it to scale to the level of about a hundred thousand hosts. In this paper, we will describe our contributions to CVMFS that merges the data scalability of XRootD-based data federations (such as AAA) with metadata scalability and POSIX interface of CVMFS. We modified CVMFS so it can serve unmodified files without copying them to the repository server. CVMFS 2.2.0 is also able to redirect requests for data files to servers outside of the CVMFS content distribution network. Finally, we added the ability to manage authorization and authentication using security credentials such as X509 proxy certificates. We combined these modifications with the OSGs StashCache regional XRootD caching infrastructure to create a cached data distribution network. We will show performance metrics accessing the data federation through CVMFS compared to direct data federation access. Additionally, we will discuss the improved user experience of providing access to a data federation through a POSIX filesystem.FERMILAB-CONF-17-407-CDoai:inspirehep.net:16302152017 |
spellingShingle | Computing and Computers Weitzel, Derek Bockelman, Brian Dykstra, Dave Blomer, Jakob Meusel, Ren Accessing data federations with CVMFS |
title | Accessing data federations with CVMFS |
title_full | Accessing data federations with CVMFS |
title_fullStr | Accessing data federations with CVMFS |
title_full_unstemmed | Accessing data federations with CVMFS |
title_short | Accessing data federations with CVMFS |
title_sort | accessing data federations with cvmfs |
topic | Computing and Computers |
url | https://dx.doi.org/10.1088/1742-6596/898/6/062044 http://cds.cern.ch/record/2298614 |
work_keys_str_mv | AT weitzelderek accessingdatafederationswithcvmfs AT bockelmanbrian accessingdatafederationswithcvmfs AT dykstradave accessingdatafederationswithcvmfs AT blomerjakob accessingdatafederationswithcvmfs AT meuselren accessingdatafederationswithcvmfs |