Certified scale limitations for Cloudera AI Workbenches on OpenShift Container Platform
The following scale limitations have been certified with Cloudera AI Workbenches on premises on OpenShift Container Platform.
The Cloudera AI Workbench is certified to scale up to:
- 500 concurrent interactive users
- 1000 concurrent user workloads which include interactive sessions, scheduled jobs, long running applications and model deployments
- 300 cron jobs scheduled to start at the same time
- 500 concurrent applications
- 300 concurrently served model deployments
Cloudera recommends maintaining only one production Cloudera AI Workbench per OpenShift Container Platform cluster. While deploying multiple Cloudera AI Workbenches on the same OpenShift Container Platform cluster is supported, a single Workbench per cluster ensures optimal scalability and allows workloads to reach the specified scale limits effectively.
