Download EBOOK Software Faults Diagnosis in Complex Mission Critical Systems PDF for free
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Category: Computing The author of the book: Carrozza Gabriella Format files: PDF, EPUB, TXT, DOCX The size of the: 8.12 MB Language: English ISBN-13: 9783659672323 Edition: LAP Lambert Academic Publishing Date of issue: 6 January 2015 |
Description of the book "Software Faults Diagnosis in Complex Mission Critical Systems":
This work proposes an approach to software faults diagnosis in complex fault tolerant systems, encompassing the phases of error detection, fault location, and system recovery. Errors are detected in the first phase, exploiting the operating system support. Faults are identified during the location phase, through a machine learning based approach. Then, the best recovery action is triggered once the fault is located. Feedback actions are also used during the location phase to improve detection quality over time. A real world application from the Air Traffic Control field has been used as case study for evaluating the proposed approach. Experimental results, achieved PDF by means of fault injection, show that the diagnosis engine is able to diagnose faults with high accuracy and at a low overhead.
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