Analytics-Driven Fault Discovery and Diagnosis for Cognitive Root Cause Analysis. Danish Rafique, Thomas Szyrkowiec, Achim Autenrieth, and Joerg-Peter Elbers.
Abstract: We propose an SDN-integrated framework for distributed cognitive fault discovery and diagnosis across end-to-end network infrastructure.
An SDN-integrated framework for distributed cognitive fault discovery and diagnosis across end-to-end network infrastructure is proposed and proactively ...
We propose an SDN-integrated framework for distributed cognitive fault discovery and diagnosis across end-to-end network infrastructure.
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Analytics-Driven Fault Discovery and Diagnosis for Cognitive Root Cause Analysis. Publication. Optical Fiber Communication Conference. Published. 2018.
Cognitive assurance architecture for optical network fault management ... Analytics-driven fault discovery and diagnosis for cognitive root cause analysis.
Early discovery of system faults may ensure the reliability and safety of industrial systems and reduce the risk of unplanned breakdowns. Complexities in the ...
Rafique et al., “Analytics-driven fault discovery and diagnosis for cognitive root cause analysis”, in Optical Fiber Communication Conference, DOI: 10.1364 ...
FastText is a popular lightweight textual embedding ap- proach, which has been adopted in testbed studies with fault injections for root cause diagnosis tasks.
This paper implements a literature review protocol and reports the latest advances in Root Cause Analysis (RCA) toward Zero-Defect Manufacturing (ZDM).