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The -sp option to bsub doesn't simply rank your jobs against your own, but ranks them against all other jobs in the same queue. This is only appropriate in a perfect environment where everyone plays nicely. This also causes problems with FairShare as a user with low share can take over the farm.
There should be a config option to make it so -sp works to only set priority against your other jobs, not against other people's jobs.
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