An Architecture-Aware Approach To Hierarchical Online Failure Prediction

Supplementary material for the paper: "An Architecture-aware Approach to Hierarchical Online Failure Prediction". Included in the supplementary material are: Architectural Dependency Model (ADM): the ADM used in the evaluation (exported to yml format). Failure Propagation Model (FPM): the structure of the FPM and the corresponding conditional probability tables. Proof-of-concept implementation of Hora, including instruction of how to build, run, and analyze the results. Note: Hora currently works only on Linux due to a limitation in R bridge for Windows. Evaluation results of two failure scenarios; memory leak, system overload and the overall result. Additionally, the following datasets used in the experiment are also provided: 35-SystemOverload.zip 36-MemoryLeak.zip