GPUs + Kubernetes =? Decoding next-gen AI-enabling workloads

Mélony Qin (aka cloudmelon)
Towards AI
Published in
7 min readMar 9, 2024

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Cloud-native technologies such as Kubernetes and serverless have been revolutionizing modern application design and deployment in recent years. Now, with AI's rising importance, Kubernetes and GPUs are becoming the backbone of some major AI research companies. For instance, OpenAI is leveraging them to train its complex multimodal AI model scaling to 7,500 worker nodes. So, in this blog, let’s talk about some interesting facts about Kubernetes and GPUs for next-gen AI-enabling workloads on large-scale GPU-accelerated computing together.

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