Reducing the Inaccuracy Caused by Inappropriate Time Window in Probabilistic Fault Localization

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概要

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• To reduce the inaccuracy caused by inappropriate time window, we propose two probabilistic fault localization schemes based on the idea of “extending time window.” The global window extension algorithm (GWE) uses a window extension strategy for all candidate faults, while the on-demand window extension algorithm (OWE) uses the extended window only for a small set of faults when necessary. Both algorithms can increase the metric values of actual faults and thus improve the accuracy of fault localization. Simulation results show that both schemes perform better than existing algorithms. Furthermore, OWE performs better than GWE at the cost of a bit more computing time.

著者

• LIAO Jianxin

  State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecom

• ZHANG Cheng

  State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecom

• LI Tonghong

  Technical University of Madrid

• ZHU Xiaomin

  State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecom

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