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Running hadoop jobs on Cloudera 3 as regular user?

Looking at Cloudera's installation instructions, I don't see any mention of how to run jobs as regular users. When I try to run a sample job, this is what I get: hadoop jar ...
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1answer
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Are the Hadoop {start|stop}-all.sh scripts typically used w/ cloudera 3 clusters, and if so, how?

I've got a cluster I'm setting up Cloudera 3 on, and it is unclear on whether I should be using these start/stop scripts like I used to with the standard Apache Hadoop setup (where I had a specific ...