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We consider traffic scheduling in performance guaranteed switches with optical fabrics to ensure 100% throughput and bounded packet delay. Each switch reconfiguration consumes a constant period of time called reconfiguration overhead, during which no packet can be transmitted across the switch. To minimize the packet delay bound for an arbitrary traffic matrix, the number of switch configurations in the schedule should be no larger than the switch size N . This is called minimum delay scheduling, where the ideal minimum packet delay bound is determined solely by the total overhead of the N switch reconfigurations. A speedup in the switch determines the actual packet delay bound, which decreases toward the ideal bound as the speedup increases. Our objective is to minimize the required speedup S schedule under a given actual packet delay bound. We propose a novel minimum delay scheduling algorithm quasi largest-entry-first (QLEF) to solve this problem. Compared with the existing minimum delay scheduling algorithms MIN and alphai-SCALE, QLEF dramatically cuts down the required S schedule bound. For example, QLEF only requires S schedule=17.89 for N=450, whereas MIN and alphai -SCALE require S schedule=37.13 and 27.82, respectively. This gives a significant performance gain of 52% over MIN and 36% over alphai-SCALE.