
Shared vs. Dedicated GPUs for Enterprise AI
Compare dedicated GPUs, MIG, vGPU, and time-slicing for enterprise AI. Learn how isolation, performance, utilization, and workload type affect GPU allocation.
Lire la noteNotes de terrain / Dernières nouvelles
Des notes d’ingénierie issues de l’exploitation d’infrastructures ouvertes : pannes, décisions de conception et travail upstream qui améliorent l’infrastructure ouverte.
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Compare dedicated GPUs, MIG, vGPU, and time-slicing for enterprise AI. Learn how isolation, performance, utilization, and workload type affect GPU allocation.
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Why infrastructure flexibility matters and how open cloud technologies can help organizations adapt as workloads and business needs change.
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Learn how AI workloads change network design across GPU clusters, storage, east-west traffic, RDMA/RoCE, Kubernetes placement, and production inference.
Lire la noteZuul is a CI/CD tool that functions on a Git driven philosophy. Making limitations a thing of the past through multi-repository dependencies.
Ensuring flexibility for developers is essential for an efficient CI/CD tool as it can give significant benefits. Zuul is one such tool that functions on a Git driven philosophy and therefore reads most of its configurations from git repositories. Thus, making limitations a thing of the past through Zuul's flexible configurations and multi repository dependencies. Zuul has had an extensive integration with Gerrit, and its latest release, Version 3, supports a much broader range of use cases and development platforms. Some of the most notable being its integration with GitHub.
Zuul now supports different development platforms like Git, GitHub, Gerrit, GitHub Enterprise and Pagure. These platforms operate drivers that help Zuul have a configured connection with external systems by implementing the functionality required to connect to them. These drivers can perform any of the following functions:

Zuul further includes other drivers such as MQTT, SMTP, SQL, Timer and Zuul itself. The first three of these drivers support reporters only whereas the latter two support only triggers. The Zuul CI GitHub compatibility is a step further in the tools support of multi-repository dependencies, hence, proving to be advantageous for both developers and users.
Having multi-repository dependencies comes with benefits for all Zuul users,

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