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 http://arxiv.org/pdf/2111.12513

Spectrum-based Fault Localization Engine

Experimental bed to study Linux faults

An automated fault localization tool for Python programs.

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.

A Fault Localization engine that can pinpoint bugs in given Python script

Find what's causing a test suite to fail with tarantula fault localisation.

The AIOps library for automatic reduction of failure-unrelated metrics in Python

Automated test case purification for improving fault localization

Better Debugging: Combining Static Analysis and LLMs for Explainable Crashing Fault Localization

fault localization techniques

BARINEL algorithm - “Spectrum-Based Multiple Fault Localization” with Fuzzy logic

A collection of self-implemented Fault Localization tools

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.

Fault localization service to track errors in large codebases