Adopting containers and kubernetes in production
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Adopting containers and kubernetes in production
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Learn how to deploy your model to production in 30 minutes and..
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• Load balanced the traffic
• Natively monitored by Kubernetes
• Update your model continuously: canary deployments, blue/green deploymentsDeploy your machine learning models to production with Kubernetes
Deploy your machine learning models to production with Kubernetescnvrg.io AI OS - Hands-on ML Workshops
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• Natively monitored by Kubernetes
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Adopting containers and kubernetes in production
- 2. •Ta-Ching Chen •DevOps/Backend Engineer • System Architecture Design/Implementation, Performance Tuning •Blog: https://tachingchen.com/tw/ •Email: contact@tachingchen.com
- 9. Kubernetes is an open-source platform for automating deployment, scaling, and operations of application containers across clusters of hosts, providing container-centric infrastructure. “ “
- 10. +
- 12. GCPContainer registryBare-metal eliminate dependency problem service with changes is compatible with other existing services what we deploy is what we test rolling upgrade and built-in service monitor