November 2024
Intermediate to advanced
264 pages
7h 25m
French
book
Kubeflow pour l'apprentissage automatique
by Trevor Grant, Holden Karau, Boris Lublinsky, Richard Liu, Ilan Filonenko
Content preview from Kubeflow pour l'apprentissage automatique
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Annexe A. Configurations et compromis de l'exécuteur Argo
Jusqu'à récemment, toutes les mises en œuvre de Kubernetes prenaient en charge les API de Docker. L'implémentation initiale d'Argo en dépendait. Avec l'introduction d'OpenShift 4, qui ne prend pas en charge les API de Docker, la situation a changé. Pour prendre en charge l'absence des API de Docker, Argo a introduit plusieurs nouveaux exécuteurs : Docker, Kubelet et Kubernetes APIs. La valeur containerRuntimeExecutor config dans le fichier de paramètres Argo contrôle l'exécuteur utilisé. Les avantages et les inconvénients de chaque exécuteur (sur la base des informations fournies ici) sont résumés dans le tableau A-1. Ce tableau devrait t'aider à choisir la bonne valeur de l'exécuteur Argo.
| Exécuteur testamentaire | Docker | Kubelet | API Kubernetes | PNC |
|---|---|---|---|---|
Pour |
Prend en charge tous les exemples de flux de travail. Le plus fiable, bien testé, très évolutif. Communique avec le démon Docker pour les tâches lourdes. |
Sécurisé. Ne peut pas échapper aux privilèges du compte de service du pod. Extensibilité moyenne. La récupération des journaux et l'interrogation des conteneurs se font par l'intermédiaire de Kubelet. |
Sécurisé. Ne peut pas échapper aux privilèges du compte de service du pod. Pas de configuration supplémentaire. |
Sécurisé. Impossible d'échapper aux privilèges du compte de service. La collecte d'artefacts peut être effectuée à partir de la couche d'image de base. Évolutif : l'interrogation ... |
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.