The scheduler distributes resources using weights. The weights determine the amount of cluster resources that are available to a queue. The available resources in a queue are shared evenly between jobs in the queue.

When you use a fair scheduler, smaller jobs that require less time can access resources that are being used by larger jobs. As a result, users do not have to wait for larger jobs to finish before smaller jobs can run.