Optimal scheduling order for two queues of jobs

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I have two queues of jobs and each job consists of the pair (utilization %, time to complete). I have one machine and its utilization cannot exceed 100%. The first job in a queue must be completed before the second one can be started (and so on). What is an algorithm to find the best schedule for these jobs so that the total time is minimized?

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