Principle:Tensorflow Serving Container Registry Push
| Knowledge Sources | |
|---|---|
| Domains | Containerization, Cloud_Infrastructure |
| Last Updated | 2026-02-13 17:00 GMT |
Overview
A container distribution process that tags and pushes a Docker image to a container registry, making it available for Kubernetes cluster deployment.
Description
After building a Docker image with the model, the image must be pushed to a container registry accessible by the Kubernetes cluster. Google Container Registry (GCR) is used in the official tutorial, but any Docker-compatible registry (ECR, ACR, Docker Hub, etc.) works.
The process involves:
- Tagging the local image with the registry URL format
- Authenticating with the registry (via gcloud or docker login)
- Pushing the image to the registry
Usage
Push the image after building it and before deploying to Kubernetes. The registry must be accessible from the Kubernetes cluster nodes.
Theoretical Basis
# Abstract registry push (NOT real implementation)
tag(source="user/resnet_serving", target="gcr.io/project/resnet")
authenticate(registry="gcr.io")
push(image="gcr.io/project/resnet")
Related Pages
Implemented By
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Principle
Implementation
Heuristic
Environment