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A goal in soft real-time systems is to maintain quality of service in the presence of variations in computation times while efficiently utilizing the system. Several feedbackbased scheduling algorithms have been proposed for this application. This paper presents a prediction-based bandwidth reservation policy with the same goal. A proof is presented to show stability, of the job queue. Simulation results are also presented to show the effectiveness of the policy.