Amazon EC2 Spot Instances, Amazon Web Services, 2023 - Explains the concept, benefits, and usage of AWS Spot Instances, including best practices for fault-tolerant workloads like machine learning training.
Amazon EC2 Auto Scaling, Amazon Web Services, 2023 (Amazon Web Services) - Describes how to automatically adjust EC2 instance capacity to maintain performance and reduce costs for variable workloads, such as AI inference endpoints.
AWS Well-Architected Framework - Cost Optimization Pillar, Amazon Web Services, 2023 (Amazon Web Services) - Provides architectural guidance and best practices for achieving cost efficiency in the cloud, applicable to various workloads including AI infrastructure.