A collection of scientific papers developed using the ExaMon Monitoring System and its datasets.
- Molan, Martin, Mohsen Seyedkazemi Ardebili, Junaid Ahmed Khan, Francesco Beneventi, Daniele Cesarini, Andrea Borghesi, and Andrea Bartolini. "GRAAFE: GRaph anomaly anticipation framework for exascale HPC systems." Future Generation Computer Systems (2024). https://doi.org/10.1016/j.future.2024.06.032
- Ardebili, Mohsen Seyedkazemi, Andrea Acquaviva, Luca Benini, and Andrea Bartolini. "HazardNet: A thermal hazard prediction framework for datacenters." Future Generation Computer Systems 155 (2024): 340-353. https://doi.org/10.1016/j.future.2024.01.031
- Antici, Francesco, Mohsen Seyedkazemi Ardebili, Andrea Bartolini, and Zeynep Kiziltan. "PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System." In Proceedings of the SC'23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, pp. 1812-1819. 2023. https://doi.org/10.1145/3624062.3624263
- Borghesi, Andrea, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti et al. "M100 ExaData: a data collection campaign on the CINECA’s Marconi100 Tier-0 supercomputer." Scientific Data 10, no. 1 (2023): 288. https://doi.org/10.1038/s41597-023-02174-3
- Ardebili, Mohsen Seyedkazemi, Andrea Bartolini, Andrea Acquaviva, and Luca Benini. "Rule-based thermal anomaly detection for tier-0 hpc systems." In International Conference on High Performance Computing, pp. 262-276. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-23220-6_18
- Seyedkazemi Ardebili, Mohsen, Andrea Bartolini, and Luca Benini. "Multi-level anomaly prediction in tier-0 datacenter: a deep learning approach." In Proceedings of the 19th ACM International Conference on Computing Frontiers, pp. 197-198. 2022. https://doi.org/10.1145/3528416.3530864
- Seyedkazemi Ardebili, Mohsen, Marcello Zanghieri, Alessio Burrello, Francesco Beneventi, Andrea Acquaviva, Luca Benini, and Andrea Bartolini. "Prediction of thermal hazards in a real datacenter room using temporal convolutional networks." In 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), pp. 1256-1259. IEEE, 2021. https://doi.org/10.23919/DATE51398.2021.9474116
- Seyedkazemi Ardebili, Mohsen, Carlo Cavazzoni, Luca Benini, and Andrea Bartolini. "Thermal characterization of a tier0 datacenter room in normal and thermal emergency conditions." In International Conference on High Performance Computing in Science and Engineering, pp. 1-16. Cham: Springer International Publishing, 2019. https://doi.org/10.1007/978-3-030-67077-1_1