Jiaxin Shan

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related paper: https://arxiv.org/abs/2404.14527

We do not have plan in v0.2.0 to change the orchestration part. Let's firstly resolve the cost-efficient serving issue using multiple deployment with some common labels, that's enough. I will...

this is a sub-story of #425, we may use a lose way like labels to orchestrate the workload in v0.2.0. We can better orchestrate such workloads in v0.3.0 with model...

/cc @M00nF1sh are you aware of any tools to covert kustomize to helm package? We do not want to maintain the helm separately

same here. it only happens on lambda instance + nvkind

@M00nF1sh Can we add the helm repo first? Let's have a short discussion on the kustomize manifests maintenance later.

![image](https://github.com/user-attachments/assets/324afb75-966c-4acb-b303-0c5c270a5b34) kustomization and generate yaml should be good enough for v0.1.0 release. Helm package support can be postponed to v0.2.0

![Image](https://github.com/user-attachments/assets/dd99bb99-2982-438c-804b-9daee888060f) the problem still exist.

Actually most of the containers crashed. metadata-service ![Image](https://github.com/user-attachments/assets/48384335-18f4-47df-b468-97a47eba09c1) ![Image](https://github.com/user-attachments/assets/64391a8f-125d-4794-8243-d1f476cede24) gpu-optimizer ![Image](https://github.com/user-attachments/assets/b085a396-f220-456c-b1b3-380b1d7fc079) ![Image](https://github.com/user-attachments/assets/894e2bf5-4d60-47b3-9204-bf9f4e18c0d8) gateway-plugin ![Image](https://github.com/user-attachments/assets/625a4680-30a4-484d-9efb-5419cf7890eb) ![Image](https://github.com/user-attachments/assets/9d2c1893-79bb-409a-b610-d199a0b91351) redis-master ![Image](https://github.com/user-attachments/assets/50f58529-18fb-4c75-ada0-45d2ff708b01) ![Image](https://github.com/user-attachments/assets/919a5a26-50b1-43b6-84f8-d4aa84186f78) controller-manager ![Image](https://github.com/user-attachments/assets/cc5ef79c-3c0d-4b97-8445-dd9ff66ff0a6) ![Image](https://github.com/user-attachments/assets/eaf47ca9-f08b-4b35-a0d4-062d65d64912)

three categories - solid softwares like redis/controller/gateway-plugin, exitCode is 0. they all have error handling - our own written compinents, like gpu-optimizer, metadata service shows other error codes. - kuberay...