tfservingke 🛌🧠🏋️

tfservingke : Autoscaling TensorFlow Model Deployments # TF Serving # Kubernetes # ResNet101 # Locust

Objective

Configure GKE cluster with an autoscaling node pool.
- Create a GKE cluster with autoscaling enabled on a default node pool
Deploy TensorFlow Serving in an autoscalable configuration.
- Deploy ResNet101 model using TensorFlow Serving
Configure Horizontal Pod Autoscaler
Monitor serving performance & resource utilization
- Install Locust
- Load ResNet101 model
- Monitor the model deployment

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