Accelerating LLM Inference on ECS: Leveraging SOCI with AWS Fargate for Lightning-Fast Container Startup

Full AWS-CDK code for Automated SOCI implementation with AWS Fargate and CloudWatch Dashboard showing comparison with non-SOCI.

For more details on how to deploy the infrastructure and the solution details, please refer to the Blog Post:

• Accelerating LLM Inference on ECS: Leveraging SOCI with AWS Fargate for Lightning-Fast Container Startup).

Useful commands

The cdk.json file tells the CDK Toolkit how to execute your app.

• npm run build compile typescript to js
• npm run watch watch for changes and compile
• npm run test perform the jest unit tests
• npx cdk deploy deploy this stack to your default AWS account/region
• npx cdk diff compare deployed stack with current state
• npx cdk synth emits the synthesized CloudFormation template