Graph Neural Networks for Anomaly Anticipation in HPC Systems

Author:

Molan Martin1ORCID,Ahmed Khan Junaid1ORCID,Borghesi Andrea1ORCID,Bartolini Andrea1ORCID

Affiliation:

1. University of Bologna, Bologna, Italy

Funder

EuroHPC

HE EU

HE EU DECICE

Publisher

ACM

Reference29 articles.

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2. 2021. Receiver operating characteristic. https://en.wikipedia.org/wiki/Receiver_ operating_characteristic 2021. Receiver operating characteristic. https://en.wikipedia.org/wiki/Receiver_ operating_characteristic

3. Aleksandr Sergeevich Antonov , Il'ya Viktorovich Afanasyev, and Vl V Voevodin . 2021 . High-performance computing platforms: current status and development trends. Numerical Methods and Programming (Vychislitel'nye Metody i Programmirovanie) 22 (2021), 135--177. Aleksandr Sergeevich Antonov, Il'ya Viktorovich Afanasyev, and Vl V Voevodin. 2021. High-performance computing platforms: current status and development trends. Numerical Methods and Programming (Vychislitel'nye Metody i Programmirovanie) 22 (2021), 135--177.

4. Andrea Bartolini , Francesco Beneventi , Andrea Borghesi , Daniele Cesarini , Antonio Libri , Luca Benini , and Carlo Cavazzoni . 2019 . Paving the Way Toward Energy-Aware and Automated Datacentre . In Proceedings of the 48th International Conference on Parallel Processing: Workshops ( Kyoto, Japan) (ICPP 2019). Association for Computing Machinery, New York, NY, USA, Article 8, 8 pages. https://doi.org/ 10 .1145/3339186.3339215 10.1145/3339186.3339215 Andrea Bartolini, Francesco Beneventi, Andrea Borghesi, Daniele Cesarini, Antonio Libri, Luca Benini, and Carlo Cavazzoni. 2019. Paving the Way Toward Energy-Aware and Automated Datacentre. In Proceedings of the 48th International Conference on Parallel Processing: Workshops (Kyoto, Japan) (ICPP 2019). Association for Computing Machinery, New York, NY, USA, Article 8, 8 pages. https://doi.org/10.1145/3339186.3339215

5. A. Borghesi , A. Bartolini, and et al. 2019. Anomaly detection using autoencoders in HPC systems . In Proceedings of the AAAI Conference on Artificial Intelligence. 24--32 . A. Borghesi, A. Bartolini, and et al. 2019. Anomaly detection using autoencoders in HPC systems. In Proceedings of the AAAI Conference on Artificial Intelligence. 24--32.

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