Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning

Johannes Grohmann, Patrick K. Nicholson, Jesus Omana Iglesias, Samuel Kounev, Diego Lugones. Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning. In Proceedings of the 20th International Middleware Conference, Middleware 2019, Davis, CA, USA, December 9-13, 2019. pages 149-162, ACM, 2019. [doi]

@inproceedings{GrohmannNIKL19,
  title = {Monitorless: Predicting Performance Degradation in Cloud Applications with Machine Learning},
  author = {Johannes Grohmann and Patrick K. Nicholson and Jesus Omana Iglesias and Samuel Kounev and Diego Lugones},
  year = {2019},
  doi = {10.1145/3361525.3361543},
  url = {https://doi.org/10.1145/3361525.3361543},
  researchr = {https://researchr.org/publication/GrohmannNIKL19},
  cites = {0},
  citedby = {0},
  pages = {149-162},
  booktitle = {Proceedings of the 20th International Middleware Conference, Middleware 2019, Davis, CA, USA, December 9-13, 2019},
  publisher = {ACM},
  isbn = {978-1-4503-7009-7},
}