v1-gcp-preview

Contains GCP and deploy codes for Preview: Product Review and OCR analyzer for customer.

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Whole service architecture

�Slurm Cluster ML pipeline

Cloud Architecture (final)

Cloud Functions:

Pub/Sub:

Cloud Run:

GCP Batch:

• Job as Service
• Find regions which remain extra GPU and can be provisioning as SPOT type and serving models with batch(model - https://github.com/9unu/Preview_model).
• Considered costs and efficiency such as Network cost, SPOT provisioning, etc.
• Deploy with python script "deploy.py"

Cloud Build:

• Deploy whole architecture except VM instances
• IaC(Infrastructure as a Code)
• consists of yaml file and dockerfile