Github user hhbyyh commented on the pull request:
https://github.com/apache/spark/pull/9878#issuecomment-159221643
I changed it to creating a new broadcast variable in each iteration.
I ran the benchmark with executor-core = 4 and iterations = 5. The result
is quite similar with the one before.
Memory usage decrease from 55% to 29%
time cost decrease from 524 to 304.
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