AWS Compute Optimizer

Overview: AWS Compute Optimizer is a service that helps you optimize your AWS compute resources by providing recommendations based on your usage patterns. It uses machine learning to analyze historical utilization metrics and suggests optimal configurations to improve performance and reduce costs.

Key Features:

1. Resource Recommendations:
• Provides recommendations for Amazon EC2 instances, Auto Scaling groups, Amazon EBS volumes, and AWS Lambda functions].
• Identifies under-provisioned and over-provisioned resources to help you rightsize your workloads.
2. Performance Risk Scores:
• Calculates performance risk scores for each resource dimension, such as CPU, memory, and storage, to help you understand the potential impact of recommended changes.
3. Cost Savings:
• Helps reduce costs by recommending more efficient resource configurations.
• Can lead to cost savings of up to 25% by rightsizing your workloads.
4. Integration with CloudWatch:
• Uses Amazon CloudWatch metrics to provide detailed insights into resource utilization.
• Enhances recommendation accuracy by analyzing historical data.
5. Customizable Preferences:
• Allows you to customize recommendation preferences based on your workload requirements.
• Supports different optimization strategies, such as performance improvement or cost reduction.

Use Cases:

• Rightsizing: Adjust resource configurations to match your workload needs, avoiding over-provisioning and under-provisioning.
• Cost Management: Optimize resource usage to reduce AWS costs.
• Performance Optimization: Improve application performance by ensuring resources are appropriately provisioned.

Pricing:

• AWS Compute Optimizer is free for basic recommendations.
• Advanced recommendations, such as those for EBS volumes and Lambda functions, may incur additional charges.

Steps to Use AWS Compute Optimizer:

1. Enable Compute Optimizer:
• Go to the AWS Management Console, navigate to Compute Optimizer, and enable the service for your account.
2. Review Recommendations:
• Access the Compute Optimizer dashboard to view recommendations for your resources.
3. Implement Changes:
• Apply the recommended changes to your resources to optimize performance and reduce costs.
4. Monitor and Adjust:
• Continuously monitor resource utilization and adjust configurations as needed based on new recommendations.

AWS Compute Optimizer is a valuable tool for ensuring your AWS resources are used efficiently, helping you maintain optimal performance while managing costs effectively.