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|[Amazon Simple Storage Service (S3)](https://aws.amazon.com/pm/serv-s3/)| Core | Host training models, job configurations, media, and generated assets |
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|[AWS Lambda](https://aws.amazon.com/lambda/)| Core | Run custom code to process requests |
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|[Amazon Simple Notification Service (SNS)](https://aws.amazon.com/sns/)| Core | Send completion status via notification to email |
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|[AWS Step Functions](https://aws.amazon.com/step-functions/)| Core | Orchestrate the 3D reconstruction workflow |
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|[Amazon DynamoDB](https://aws.amazon.com/dynamodb/)| Core | Store training job details and attributes |
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|[Amazon SageMaker](https://aws.amazon.com/sagemaker/)| Core | Run 3D reconstruction pipeline processing on container |
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|[Amazon Elastic Container Registry](https://aws.amazon.com/ecr/)| Core | Image store for the custom created container |
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|[Amazon CloudWatch](https://aws.amazon.com/cloudwatch/)| Core | Monitor logs and surface errors to SNS |
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|[AWS Identity and Access Management](https://aws.amazon.com/iam/)| Core | Security access controls to run the workflow securely |
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|[AWS Cloud Development Kit](https://aws.amazon.com/cdk/)| Core | Cloud infrastructure as code for easy deployment |
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|[Amazon Systems Manager Parameter Store](https://aws.amazon.com/systems-manager/)| Core | Securely store infrastructure resource ids in Parameter Store to aid in deployment and execution |
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### Custom GS Pipeline Container
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- Terraform (if chosing not to deploy infrastructure using CDK)
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### AWS account requirements
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An active AWS Account with IAM user or role with elevated permissions to deploy resources is required to deploy this guidance, along with either a local computer with appropriate AWS credentials to deploy the CDK or Terraform solution, or utilize an AWS EC2 workstation to build and deploy the CDK or Terraform solution. Instructions for doing this will be in the [Implementation Guide](https://implementationguides.kits.eventoutfitters.aws.dev/open-3drt-0403/compute/open-source-3d-reconstruction-toolbox-for-gaussian-splats-on-aws.html)
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Resources included in this deployment:
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- EC2
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- VPC
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- EC2 (if chosing not to deploy infrastructure from your local computer)
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- IAM roles with permissions
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- CloudFormation
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- ECR
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- S3
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- SageMakerTraining Jobs
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- Stepfunctions
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- ECR Image
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- S3 Buckets
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- DynamoDB Table
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- Lambda Functions
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- SageMaker Training Jobs
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- Stepfunctions State Machine
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- CDK (bootstrap instructions will be included in the [Implementation Guide](https://implementationguides.kits.eventoutfitters.aws.dev/open-3drt-0403/compute/open-source-3d-reconstruction-toolbox-for-gaussian-splats-on-aws.html))
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### Service limits
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## Cost
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This section is for a high-level cost estimate. Think of a likely straightforward scenario with reasonable assumptions based on the problem the Guidance is trying to solve. Provide an in-depth cost breakdown table in this section below ( you should use AWS Pricing Calculator to generate cost breakdown ).
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_You are responsible for the cost of the AWS services used while running this Guidance. As of May 2025, the cost for running this Guidance with the default settings in the default AWS Region (US East 1(N. Virginia)) is approximately $278.33 per month for processing 100 requests._
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Start this section with the following boilerplate text:
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_You are responsible for the cost of the AWS services used while running this Guidance. As of <month> <year>, the cost for running this Guidance with the default settings in the <Default AWS Region (Most likely will be US East (N. Virginia)) > is approximately $<n.nn> per month for processing ( <nnnnn> records )._
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Replace this amount with the approximate cost for running your Guidance in the default Region. This estimate should be per month and for processing/serving resonable number of requests/entities.
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Suggest you keep this boilerplate text:
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_We recommend creating a [Budget](https://docs.aws.amazon.com/cost-management/latest/userguide/budgets-managing-costs.html) through [AWS Cost Explorer](https://aws.amazon.com/aws-cost-management/aws-cost-explorer/) to help manage costs. Prices are subject to change. For full details, refer to the pricing webpage for each AWS service used in this Guidance._
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### Cost Table
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**Note : Once you have created a sample cost table using AWS Pricing Calculator, copy the cost breakdown to below table and upload a PDF of the cost estimation on BuilderSpace. Do not add the link to the pricing calculator in the ReadMe.**
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The following table provides a sample cost breakdown for deploying this Guidance with the default parameters in the US East (N. Virginia) Region for one month.
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