HomeEventsA Deep Dive into Ray’s Scheduling Policy

Ray Summit

A Deep Dive into Ray’s Scheduling Policy

Alex Wu, Software Engineer, Anyscale

Other Events

Ray Summit 2024

09 . 30 . 2024  ,  03:00 PM (PST)

Ray Summit 2023

09 . 18 . 2023  ,  03:30 PM (PST)

Powering Open Data Hub with Ray

06 . 23 . 2021  ,  08:35 PM (PST)

View Slides >>>

In Ray, the scheduling subsystem is responsible for deciding which process is responsible for executing a task. In this talk, we’ll take a look the different features which form Ray’s scheduling policy, in particular:
* Data locality
* Queuing
* Spillback
* Actor scheduling
* Resource borrowing

Speakers

Alex Wu

Software Engineer, Anyscale

Alex is a Software Engineer at Anyscale and a Ray committer. His main contributions are to Ray's autoscaler, and the stability, scalability, and performance of the Ray Core.