AWS Compute Optimizer is a service that leverages machine learning to analyze the configuration and utilization metrics of your AWS resources, such as Amazon EC2 instances, Amazon EBS volumes, AWS Lambda functions, and Amazon ECS services on Fargate. It provides actionable recommendations to help you rightsize your resources, enhancing performance and reducing costs by up to 25%. By evaluating your workload patterns, Compute Optimizer identifies under-provisioned or over-provisioned resources and suggests optimal configurations to meet your performance and capacity requirements. Key Features and Functionality: - Rightsizing Recommendations: Offers tailored suggestions to adjust resource sizes based on your specific workload preferences, ensuring optimal performance and cost-efficiency. - Performance Issue Resolution: Identifies under-provisioned resources and provides recommendations to address potential performance bottlenecks. - Enhanced Savings with Memory Metrics: By enabling Amazon CloudWatch metrics, Compute Optimizer increases visibility into memory utilization, leading to more accurate recommendations and potential cost savings. - License Optimization: Provides automated recommendations to optimize licensing costs for commercial software, such as Microsoft SQL Server, by suggesting appropriate licensing options. - Idle Resource Management: Detects and recommends the cleanup of unused resources, helping to reduce unnecessary cloud spending. Primary Value and Problem Solved: AWS Compute Optimizer addresses the challenge of balancing performance and cost in cloud resource management. By analyzing historical utilization data and applying machine learning algorithms, it delivers personalized recommendations that help users: - Reduce Costs: Identify and eliminate over-provisioned resources, leading to significant cost savings. - Enhance Performance: Resolve performance issues by right-sizing under-provisioned resources to meet workload demands. - Simplify Resource Management: Automate the analysis of resource utilization, reducing the need for manual monitoring and adjustments. In essence, AWS Compute Optimizer empowers users to make informed decisions about their AWS resource configurations, ensuring optimal performance while minimizing costs.