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How to optimize the deployment process of large-scale language models in the Kubernetes environment, and how to improve the operating efficiency of the model through GPU acceleration. As other respondents said, apache mesos and kubernetes are both excellent open source frameworks and both support large-scale cluster management (of course, open source kubernetes is currently limited to thousands or ten thousand nodes and needs to be customized, while apache mesos can. No.8 kubernetes handbook (kubernetes guide): Kubernetes has developed very rapidly and has become the leader in the field of container orchestration. There is also a wealth of Chinese information on kubernetes, but there are relatively few that are systematic and follow community updates.
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Kubernetes is a brand new distributed architecture solution based on container technology. It is an open source container cluster management system by Google. Kubernetes is referred to as k8s. Kubernetes is a one-stop complete distributed system development and support. Kubernetes (k8s) network The kubernetes network solves four problems: Containers in a pod communicate through local loopbacks. The cluster network provides communication between different pods. Pods communicate with each other by service resources. Yes, k8s has officially announced that it has given up, and has now begun to gradually replace docker support. Kubernetes officially issued an announcement announcing that it will abandon support for docker starting from v1.20. At that time, users will receive a docker deprecation warning and need to.
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