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Solutions Architect

Design scalable, resilient and cost-optimised architectures on AWS

Developer

Build, deploy and debug cloud-native applications on AWS

SysOps Admin

Monitor, manage and operate scalable AWS infrastructure

ML Engineer

Implement and deploy machine learning solutions on AWS

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Solutions Architect

Multi-AZ RDS Deployment Scenario

Scenario: A company needs to ensure high availability for their MySQL database supporting a critical e-commerce application.

Which AWS configuration provides the BEST combination of high availability and automatic failover for a MySQL database?

Amazon RDS MySQL with Multi-AZ deployment

Amazon EC2 with MySQL installed and EBS snapshots

Amazon DynamoDB with Global Tables

Amazon Aurora MySQL with read replicas in different regions

Correct Answer: A — Amazon RDS MySQL with Multi-AZ deployment

Developer

Lambda Function Optimisation

Scenario: A Lambda function processing images uploaded to S3 sometimes times out on large files and suffers from cold start latency.

Which combination of optimisations BEST addresses both timeout and cold start issues?

Increase memory allocation and enable Provisioned Concurrency

Use S3 Transfer Acceleration and increase timeout value

Implement SQS queue and reduce memory allocation

Use CloudFront and enable Lambda@Edge

Correct Answer: A — Increase memory allocation and enable Provisioned Concurrency

Machine Learning

SageMaker Model Deployment

Scenario: You need to deploy a model serving real-time predictions with auto-scaling and A/B testing support.

Which SageMaker deployment option provides the BEST solution for this requirement?

SageMaker Real-time Endpoints with Multi-Model Endpoints

SageMaker Batch Transform for batch predictions

SageMaker Serverless Inference for cost optimisation

SageMaker Multi-Model Endpoints with Production Variants

Correct Answer: D — SageMaker Multi-Model Endpoints with Production Variants

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