Rolling Upgrade Guide
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Upgrade MapReduce Clients

During the upgrade process, existing MapReduce jobs on the cluster should continue to run using the version with which they were launched.

Although you uploaded the new MapReduce tarballs to HDFS during the cluster preparation process, do not delete the older versions (and auxiliary jars) from HDFS until all jobs using them have completed.