SteNicholas commented on code in PR #3858:
URL: https://github.com/apache/celeborn/pull/3858#discussion_r4424998818


##########
master/src/main/scala/org/apache/celeborn/service/deploy/master/Master.scala:
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@@ -759,6 +764,10 @@ private[celeborn] class Master(
         highWorkload,
         workerStatus,
         requestId)
+      workerStats match {
+        case Some(stats) => workerStatsStore.update(targetWorker, stats)

Review Comment:
   @Kalvin2077, **coordinate heartbeat cache writes with worker removal**: 
Master processes RPCs concurrently, so the earlier `workersMap.containsKey` 
check does not guarantee the worker is still registered when this update runs. 
An in-flight heartbeat can pass that check, overlap `handleWorkerLost()` 
removing both the worker and its stats, then recreate the cached entry here. 
Timeout scans only visit `workersMap`, so the orphaned stats can remain 
indefinitely.
   
   I reproduced this on 7617f38d by pausing a heartbeat after the registration 
check, completing normal worker-loss cleanup, then resuming the heartbeat: the 
worker remained absent, but its stats reappeared. This also occurs in 
single-Master mode. Could we coordinate membership validation and cache writes 
with removal/re-registration, and add a concurrent lifecycle regression test? A 
standalone second membership check would still leave a check-then-write race.



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