Abacn commented on PR #31253:
URL: https://github.com/apache/beam/pull/31253#issuecomment-2108759644

   Tested with decreased quota (appendRow quota cap'd to 5GB/min)
   
   before: 
   
![image](https://github.com/apache/beam/assets/8010435/d27213b8-41ea-4c04-b0dc-252011518122)
   
   after:
   
![image](https://github.com/apache/beam/assets/8010435/9af76f04-c32a-4652-a35b-b917af299983)
   
   Both pipeline still failed, as the BigQuery service is severely throttled. 
Nevertheless autoscaling downscale is acting, better than before.
   
   Need tuning from Dataflow side to get the pipeline run smooth. Most 
importantly, currently the downscale decision won't be made until 3+3=6 min of 
pipeline run, which already cause workitem failing.


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