I was able to recently solve this problem for standalone mode. For this mode, I did not use a history server. Instead, I set spark.eventLog.dir (in conf/spark-defaults.conf) to a directory in hdfs (basically this directory should be in a place that is writable by the master and accessible globally to all the nodes).
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