Github user sarutak commented on the pull request:
https://github.com/apache/spark/pull/2432#issuecomment-56808038
@JoshRosen Unifying the unique identifier for each application is make
sense.
I implemented applicationId to return System.currentTimeMillis as a default
unique ID, and each subclass of TaskScheduler and SchedulerBackend (except for
test) override applicationId to return actual application ID.
Also, changed event log's directory name, using Application ID.
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