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Design scalable serverless architecture on AWS. Components: 1. API Gateway for request routing and throttling. 2. AWS Lambda for business logic execution. 3. Amazon DynamoDB for NoSQL data storage. 4. Amazon Cognito for user authentication. 5. AWS Step Functions for workflow orchestration. 6. Amazon...
Design a serverless application on AWS. Architecture: 1. API Gateway for HTTP endpoints. 2. Lambda functions for business logic (Node.js/Python). 3. DynamoDB for NoSQL storage. 4. S3 for file uploads with presigned URLs. 5. EventBridge for scheduled tasks. 6. SQS for async processing. 7. CloudWatch ...
Deploy models with Replicate. Process: 1. Package model with Cog. 2. Define predict function. 3. Push to Replicate. 4. API access with predictions. 5. Automatic scaling. 6. GPU compute on-demand. 7. Webhook notifications. 8. Version management. Run any model without infrastructure. Use for Stable Di...
Deploy and manage serverless applications using AWS Lambda with infrastructure automation and monitoring best practices. Lambda function optimization: 1. Runtime selection: Node.js 18+ for JavaScript, Python 3.9+ for data processing, Go for performance. 2. Memory allocation: 128MB-10GB, CPU scales p...
Build serverless with AWS Lambda. Architecture: 1. Function handler receives event. 2. Stateless execution. 3. Cold start optimization. 4. Environment variables for config. 5. IAM roles for permissions. 6. API Gateway for HTTP triggers. 7. EventBridge for scheduling. 8. CloudWatch for logs and monit...
