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Aarohi

This repo contains some artifacts related to the Aarohi paper. For further details, please feel free to refer to the related IPDPS 2020 paper.

Code Structure

/                           : Aarohi Root
|-- FCToRule                : Generation of rule list from failure chains
|-- Code
|   |-- src                 : Failure parser
|   |-- Testfiles           : Sample test files related to Failure Chains
|   |-- README.txt          : Information to compile and run
|-- InterArrivalTimes       : Data and scripts related to inter-arrival times
|-- SampleData              : Sample HPC logs with some node failure information
|-- Speedup                 : Speedup in execution time (of prediction or detection)
                              across different approaches
|-- helperScripts           : Scripts to process files or calculate statistics 
|-- Experiments             : Source codes related to some results

The Readme files in each of the folders have additional details.

Citation

For anything related to this work, the following paper can be cited:

@inproceedings{DBLP:conf/aarohi,
  author       = {Anwesha Das and
                  Frank Mueller and
                  Barry Rountree},
  title        = {Aarohi: Making Real-Time Node Failure Prediction Feasible},
  booktitle    = {International Parallel and Distributed Processing Symposium
                  (IPDPS)},
  pages        = {1092--1101},
  publisher    = {{IEEE}},
  year         = {2020}
}