shangeyao opened a new issue, #4396:
URL: https://github.com/apache/streampark/issues/4396

   ## Problem
   HTTP watchers wake every 1 second even when no poll is due, and enqueue 
overlapping REST tasks per application when responses are slow.
   
   ## Proposed solution
   - Poll Flink/Spark apps every 5 seconds in steady state; keep 1-second fast 
polling only during start/stop operations
   - Align Flink cluster watcher schedule with its 30-second interval
   - Skip overlapping watch tasks per application with single-flight guards


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