AWS MWAA Airflow is failing for only some tasks as "Could not read remote logs from log_group"

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I have a big Airflow dag in AWS which is failing only for some tasks, other tasks are getting completed and showing logs.

*** Reading remote log from Cloudwatch log_group: airflow-a****l-Task log_stream: p****s_em**_br***s/e*******************p/2023-10-27T04_30_00+00_00/2.log.
Could not read remote logs from log_group: airflow-a****l-Task log_stream: p****s_em**_br***s/e*******************p/2023-10-27T04_30_00+00_00/2.log.

It was working fine till yesterday. And no changes were made for this to occur.

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