Amazon Cloud Reference Architecture
(Link to download original Figjam file)
Notes
- Amazon S3 is used to store web portal assets, training data and models.
- User authentication services (not shown in diagram) provided by Authgear, which can be hosted in the same cluster or as an external service.
Optional Training Pipeline
- FormX training pipeline is based on Kubeflow. Hence the rights to create CustomResourceDefinitions (CRD) in the cluster is required.
Cloud Resources Requirements
| Products | Purposes | Minimum Specification |
|---|---|---|
| Amazon Elastic Kubernetes Services | Pods to run the applications, workers Redis: Cache authentication tokens Authgear: Authentication | m5.2xlarge (8 vCPUs, 32GiB RAM) x 3 minimum for k8s (See here for detailed requirements for training pipeline) |
| Amazon RDS for PostgreSQL | Store the configs, audit logs, temporarily result for async requests | m5.xlarge (4 vCPUs, 16GiB RAM) x 2 for high availability |
| Amazon S3 | Storage of the portal assets; (optional) images for training and models | N/A |
| Amazon Textract | OCR | N/A |
| (Optional Components) | Networking: - Amazon Web Application Firewall - Amazon Application / Elastic Load Balancer - Amazon Cloudfront (CDN) CI/CD: - Amazon Secrets Manager - Amazon Elastic Container Registry | N/A |
Updated about 2 years ago