Hi, Spark on YARN should help in the memory management for Spark jobs. Here is a good starting point: https://spark.apache.org/docs/latest/running-on-yarn.html YARN integrates well with HDFS and should be a good solution for a large cluster. What specific features are you looking for that HDFS does not satisfy?
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