GitHub user L41and14L added a comment to the discussion: Slow home page stats 
load due to inefficient DB queries.

I know this post is old but I wasn't getting anywhere with the same symptoms 
for the past few weeks. We have local development VMs that were working fine 
with the homepage UI load but migrating to our more secure AWS solution is 
where we ran into issues.  The setting that reaches out to airflow to pass data 
is what was causing the problem.  Runs, Last Run, and Recent Tasks all spun for 
minutes before finally showing results.  Specifically, I changed the variable 
AIRFLOW__USAGE_DATA_COLLECTION__ENABLED from enabled=True to enabled=False.  
Those fields populate almost instantly now

GitHub link: 
https://github.com/apache/airflow/discussions/25506#discussioncomment-11857075

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