GitHub user potiuk added a comment to the discussion: [Memory Leak] Memory 
usage scales linearly and does not release after DAG execution in 
webserver(High), celery and scheduler

There were some fixes in 3.1.7 addressing memory. First check this one  - more 
coming in 3.1.8 I believe. No ETAs -we release when ready and we expect people 
who can upgrade to later versions to upgrade to those.

Is there an ETA on your upgrade @yevsh ?

GitHub link: 
https://github.com/apache/airflow/discussions/61684#discussioncomment-15829415

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