Granger Causality-Aware Prediction and Diagnosis of Software Degradation

@article{Zheng2014GrangerCP,
  title={Granger Causality-Aware Prediction and Diagnosis of Software Degradation},
  author={Pengfei Zheng and Yangfan Zhou and Michael R. Lyu and Yong Qi},
  journal={2014 IEEE International Conference on Services Computing},
  year={2014},
  pages={528-535}
}
Software that continuously runs over a long period has been frequently reported encountering "gradual degradation" issues. As time progresses, software tends to exhibit degraded performance, deflated capacity, exhausted physical resource or deteriorated QoS (Quality of Service). Different from transient software anomalies, this issue is a chronic degrading… CONTINUE READING