A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
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Updated
Dec 31, 2023
A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
Template Scripting Testing Language tool: automated test generation for Python
FLACOCO: Fault Localization for Java based on Industry-grade Coverage
Experimental bed to study Linux faults
Spectrum-based Fault Localization Engine
A program repair tool which modifies any bugged Python script based on cues from rest of program.
Implementation of the tarantula fault localisation algorithm
Automated fault localization by combining the strength of the SBFL and statistical debugging.
Find what's causing a test suite to fail with tarantula fault localisation.
A Fault Localization engine that can pinpoint bugs in given Python script
Automated test case purification for improving fault localization
Locating Framework-specific Crashing Faults with Compact and Explainable Candidate Set
BARINEL algorithm - “Spectrum-Based Multiple Fault Localization” with Fuzzy logic
We propose an approach in which the developer interacts with the SBFL algorithm by giving feedback on the elements of the prioritized list. We exploit contextual knowledge of the user about the next item in the ranked list, with which larger code entities can be repositioned in their suspiciousness.
A collection of self-implemented Fault Localization tools
Feature reduction of multivariate time series data for fault localization in Python
Companion repository for a proposal to improve Spectrum based Fault Localization for model transformations using static information
Fault localization service to track errors in large codebases
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