This is the supplemental material of the paper titled as “Automatic Debugging of Design Faults in MapReduce applications”. It contains both the test cases used in the evaluation and the statistical analysis to reproduce the experiments. The supplemental material contains the following files: 1_testCases.zip: all test cases randomly generated for the experiments. The description of the test cases is in ./1_testCases/README.txt 2_executionTestCases.zip: the aggregated data obtained after the execution of the test cases in the debugging techniques: fault localization technique (MRDebug-FL), input reduction technique (MRDebug-IR) and the combination of both techniques (MRDebug-IR-FL). The folder contains csv with the results the experimentation unit, and they are detailed in the ./2_executionTestCases/README.pdf file. 3_notebook.zip: jupyter notebook that contains the analysis done in the experiments. This notebook allows the interactive execution of statistical test and plots. The instructions to install the notebook are in the file 3_notebook.zip/installation.txt.

This work was supported by the project PID2019-105455GB-C32 funded by MCIN/AEI/10.13039/501100011033 (Spain), and the Italian MIUR PRIN 2017 Project: SISMA (Contract 201752ENYB).