danny0405 commented on issue #12256:
URL: https://github.com/apache/hudi/issues/12256#issuecomment-2482840695

   Because there are two many pipelines in one job, all share the same 
checkpoint lifecycle, that makes the checkpopint very time-consuming, which is 
the reason for checkpoint timeout.


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