Kubernetes 1.31, named Elli, introduces features aimed at improving its functionality for AI/ML, addressing issues like resource allocation and security.
The new dynamic resource allocation API simplifies management of hardware accelerators for AI/ML, making Kubernetes easier to use for running these workloads.
Elli supports OCI images natively, allowing developers to easily switch large language models, enhancing flexibility in AI/ML development within Kubernetes environments.
With full support for AppArmor, Kubernetes enhances security by allowing detailed control over container capabilities, improving overall workload safety.
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