Performance Issues

JFrog ML Documentation

Products
JFrog ML
Content Type
User Guide

I see an increase in 429 errors 

A high error rate due to429 error(too many requests) is caused by a shortage of resources. This issue can be solved by either scaling vertically or horizontally.

Vertical scaling 

To scale up, try adding more compute power to your current machines.

  • Add more resources (CPU / RAM).

  • If CPU / memory aren't fully utilized, increase the number of concurrent workers.

Horizontal scaling 

To scale out, try adding additional nodes or machines to your infrastructure to cope with the new demand.

  • Manually add more pods (increase from 4 to a higher number).

  • Use Autoscaling based on CPU / Memory / Latency.