Minimizing mean response time in batch processing system

  • Authors:
  • Xiaotie Deng;Yuzhong Zhang

  • Affiliations:
  • Department of Computer Science, City University of Hong Kong, Hong Kong, P. R. China;Institute of Operations Research, Qufu Normal University, Qufu, Shandong, P.R. China

  • Venue:
  • COCOON'99 Proceedings of the 5th annual international conference on Computing and combinatorics
  • Year:
  • 1999

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Abstract

We consider batch processing of jobs to minimize the mean response time. A batch processing machine can handle up to B jobs simultaneously. Each job is represented by an arrival time and a processing time. The processing time of a batch of several jobs is the maximum of their processing times. In batch processing, non-preemptive scheduling is usually required and we discuss this case. The batch processing problem reduces to the ordinary uni-processor system scheduling problem if B = 1. We focus on the case B = +∞. Even for this seemingly simple extreme case, we are able to show that the problem is NP-hard. We further show that several important special cases of the problem can be solved in polynomial time.