Cargando…

CernVM-FS powered container hub

Containers became the de-facto standard to package and distribute modern applications and their dependencies. The HEP community demonstrates an increasing interest in such technology, with scientists encapsulating their analysis workflow and code inside a container image. The analysis is first valid...

Descripción completa

Detalles Bibliográficos
Autores principales: Bocchi, Enrico, Blomer, Jakob, Mosciatti, Simone, Valenzuela, Andrea
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:https://dx.doi.org/10.1051/epjconf/202125102033
http://cds.cern.ch/record/2814351
_version_ 1780973439818924032
author Bocchi, Enrico
Blomer, Jakob
Mosciatti, Simone
Valenzuela, Andrea
author_facet Bocchi, Enrico
Blomer, Jakob
Mosciatti, Simone
Valenzuela, Andrea
author_sort Bocchi, Enrico
collection CERN
description Containers became the de-facto standard to package and distribute modern applications and their dependencies. The HEP community demonstrates an increasing interest in such technology, with scientists encapsulating their analysis workflow and code inside a container image. The analysis is first validated on a small dataset and minimal hardware resources to then run at scale on the massive computing capacity provided by the grid. The typical approach for distributing containers consists of pulling their image from a remote registry and extracting it on the node where the container runtime (e.g., Docker, Singularity) runs. This approach, however, does not easily scale to large images and thousands of nodes. CVMFS has long been used for the efficient distribution of software directory trees at a global scale. In order to extend its optimized caching and network utilization to the distribution of containers, CVMFS recently implemented a dedicated container image ingestion service together with container runtime integrations. CVMFS ingestion is based on per-file deduplication, instead of the per-layer deduplication adopted by traditional container registries. On the client-side, CVMFS implements on-demand fetching of the chunks required for the execution of the container instead of the whole image.
id cern-2814351
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2021
record_format invenio
spelling cern-28143512022-07-02T18:07:40Zdoi:10.1051/epjconf/202125102033http://cds.cern.ch/record/2814351engBocchi, EnricoBlomer, JakobMosciatti, SimoneValenzuela, AndreaCernVM-FS powered container hubComputing and ComputersContainers became the de-facto standard to package and distribute modern applications and their dependencies. The HEP community demonstrates an increasing interest in such technology, with scientists encapsulating their analysis workflow and code inside a container image. The analysis is first validated on a small dataset and minimal hardware resources to then run at scale on the massive computing capacity provided by the grid. The typical approach for distributing containers consists of pulling their image from a remote registry and extracting it on the node where the container runtime (e.g., Docker, Singularity) runs. This approach, however, does not easily scale to large images and thousands of nodes. CVMFS has long been used for the efficient distribution of software directory trees at a global scale. In order to extend its optimized caching and network utilization to the distribution of containers, CVMFS recently implemented a dedicated container image ingestion service together with container runtime integrations. CVMFS ingestion is based on per-file deduplication, instead of the per-layer deduplication adopted by traditional container registries. On the client-side, CVMFS implements on-demand fetching of the chunks required for the execution of the container instead of the whole image.oai:cds.cern.ch:28143512021
spellingShingle Computing and Computers
Bocchi, Enrico
Blomer, Jakob
Mosciatti, Simone
Valenzuela, Andrea
CernVM-FS powered container hub
title CernVM-FS powered container hub
title_full CernVM-FS powered container hub
title_fullStr CernVM-FS powered container hub
title_full_unstemmed CernVM-FS powered container hub
title_short CernVM-FS powered container hub
title_sort cernvm-fs powered container hub
topic Computing and Computers
url https://dx.doi.org/10.1051/epjconf/202125102033
http://cds.cern.ch/record/2814351
work_keys_str_mv AT bocchienrico cernvmfspoweredcontainerhub
AT blomerjakob cernvmfspoweredcontainerhub
AT mosciattisimone cernvmfspoweredcontainerhub
AT valenzuelaandrea cernvmfspoweredcontainerhub