A Batch account is a service resource that allows users to run large-scale parallel and high-performance computing applications in the cloud.
Description
In the context of Non-Human Identity Management, a Batch account serves as a critical resource for managing and executing batch jobs that do not require human intervention. These accounts are typically used in scenarios where automated processes need to be carried out on a large scale, such as data processing, rendering, or simulations. The Batch service orchestrates job scheduling, resource allocation, and task execution across a pool of compute resources. It allows for efficient use of cloud resources by managing the execution of multiple tasks concurrently. Non-human identities, such as service principals or managed identities, are often used to authenticate and authorize these batch jobs, ensuring that they operate securely without human oversight. This capability is essential for enterprises that require automation in their workflows, enabling them to scale operations and reduce manual errors while optimizing resource utilization in the cloud.
Examples
- Running data transformation jobs on large datasets using a Batch account.
- Executing machine learning model training tasks in parallel using cloud resources.
Additional Information
- Batch accounts can integrate with various Azure services for data input and output.
- They support multiple job scheduling options and can dynamically scale compute resources based on workload.