Autoscaling clusters with Ray
The Ray Cluster is a distributed computing framework that enables efficient resource allocation by automatically scaling up and down based on an application's resource demands. It provides users with a serverless experience and can be used to speed up compute-intensive tasks, such as image processing, on large datasets. By using the Ray Autoscaler, developers can significantly reduce the complexity of their applications while minimizing infrastructure costs associated with running them. The Ray Cluster is open-source, compatible with all commonly used cloud providers, and does not create any vendor lock-in.
Company
Anyscale
Date published
May 17, 2021
Author(s)
Ameer Haj Ali, Javier Redondo
Word count
2325
Hacker News points
None found.
Language
English