The Korean Journal of Applied Statistics (응용통계연구)

The Korean Statistical Society (한국통계학회)
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Performance Evaluation of Software Task Processing Based on Markovian Perfect Debugging Model

  • Lee, Chong-Hyung (Dept. of Hospital Management, Konyang University) ;
  • Jang, Kyu-Beam (Div. of Mathematical Information Science, Hallym University) ;
  • Park, Dong-Ho (Div. of Mathematical Information Science, Hallym University)
  • Published : 2008.12.31
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Abstract

This paper proposes a new model by combining an infinite-server queueing model for multi-task processing software system with a perfect debugging model based on Markov process with two types of faults suggested by Lee et al. (2001). We apply this model for module and integration testing in the testing process. Also, we compute several measure, such as the expected number of tasks whose processes can be completed and the task completion probability are investigated under the proposed model.

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References

  1. Goel, A. L. and Okumoto, K. (1979). Time-dependent error-detection rate model for software reliability and other performance measures, IEEE Transactions on Reliability, 28, 206-211 https://doi.org/10.1109/TR.1979.5220566
  2. Laprie, J. C. (1984). Dependability evaluation of software systems in operation, IEEE Transactions on software engineering, 10, 701-714 https://doi.org/10.1109/TSE.1984.5010299
  3. Lee, C. H., Nam, K. H. and Park, D. H. (2001). Optimal software release policy based on Markovian perfect debugging model, Communications in Statistics: Theory and Methods, 30, 2329-2342 https://doi.org/10.1081/STA-100107689
  4. Moranda, P. B. (1979). Event-altered rate models for general reliability analysis, IEEE Transactions on Reliability, 28, 376-381 https://doi.org/10.1109/TR.1979.5220648
  5. Ross, S. M. (1972). Introduction to Probability Models, Academic press, Harcourt
  6. Shooman, M. L. and Trivedi, A. K. (1976). A many-state Markov model for computer software performance parameters, IEEE Transactions on Reliability, 25, 66-68 https://doi.org/10.1109/TR.1976.5214978
  7. Tokuno, K. and Yamada, S. (2006). Stochastic performance evaluation for multi-task processing system with software availability model, Journal of Quality in Maintenance Engineering, 12, 412-424 https://doi.org/10.1108/13552510610705964