AWS Batch
AWS Batch - A tool for running batch processing workloads with secure configuration and integration with access control policies for job scheduling.
AWS Batch integrates with AI tools to manage large-scale, parallel job processing, enabling researchers and developers to run ML training and data analysis workloads efficiently.
AWS Batch was introduced in 2016. It is a fully managed service that enables the execution of batch computing jobs at any scale. AWS Batch dynamically provisions resources based on job requirements and supports the scheduling and execution of batch workloads.
The service integrates with Amazon EC2, Amazon ECS, and other AWS offerings to manage compute environments. With support for Docker containers, AWS Batch allows developers to run jobs efficiently and securely without managing underlying infrastructure.