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2020 – today
- 2023
[j5]Alessio Netti, Yang Peng, Patrik Omland
, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman:
Mixed precision support in HPC applications: What about reliability? J. Parallel Distributed Comput. 181: 104746 (2023)- [j4]Patrik Omland, Alessio Netti, Yang Peng, Andrea Baldovin, Michael Paulitsch, Gustavo Espinosa, Jorge Parra, Gereon Hinz, Alois C. Knoll:
HPC Hardware Design Reliability Benchmarking With HDFIT. IEEE Trans. Parallel Distributed Syst. 34(3): 995-1006 (2023) - 2022
- [b1]Alessio Netti:
Holistic and Portable Operational Data Analytics on Production HPC Systems. Technical University of Munich, Germany, 2022 - [j3]Alessio Netti, Michael Ott, Carla Guillén, Daniele Tafani, Martin Schulz:
Operational Data Analytics in practice: Experiences from design to deployment in production HPC environments. Parallel Comput. 113: 102950 (2022) - 2021
- [c10]Alessio Netti, Woong Shin, Michael Ott, Torsten Wilde, Natalie J. Bates:
A Conceptual Framework for HPC Operational Data Analytics. CLUSTER 2021: 596-603 - [c9]Alessio Netti, Daniele Tafani, Michael Ott, Martin Schulz:
Correlation-wise Smoothing: Lightweight Knowledge Extraction for HPC Monitoring Data. IPDPS 2021: 2-12 - [i8]Alessio Netti, Michael Ott, Carla Guillén, Daniele Tafani, Martin Schulz:
Operational Data Analytics in Practice: Experiences from Design to Deployment in Production HPC Environments. CoRR abs/2106.14423 (2021) - 2020
- [j2]Cristian Galleguillos, Zeynep Kiziltan, Alessio Netti, Ricardo Soto:
AccaSim: a customizable workload management simulator for job dispatching research in HPC systems. Clust. Comput. 23(1): 107-122 (2020) - [j1]Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
A machine learning approach to online fault classification in HPC systems. Future Gener. Comput. Syst. 110: 1009-1022 (2020) - [c8]Alessio Netti, Micha Müller, Carla Guillén, Michael Ott, Daniele Tafani, Gence Ozer, Martin Schulz:
DCDB Wintermute: Enabling Online and Holistic Operational Data Analytics on HPC Systems. HPDC 2020: 101-112 - [c7]Gence Ozer, Alessio Netti, Daniele Tafani, Martin Schulz:
Characterizing HPC Performance Variation with Monitoring and Unsupervised Learning. ISC Workshops 2020: 280-292 - [i7]Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
A Machine Learning Approach to Online Fault Classification in HPC Systems. CoRR abs/2007.14241 (2020) - [i6]Alessio Netti, Daniele Tafani, Michael Ott, Martin Schulz:
Correlation-wise Smoothing: Lightweight Knowledge Extraction for HPC Monitoring Data. CoRR abs/2010.06186 (2020)
2010 – 2019
- 2019
- [c6]Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
Online Fault Classification in HPC Systems Through Machine Learning. Euro-Par 2019: 3-16 - [c5]Gence Ozer, Sarthak Garg, Neda Davoudi, Gabrielle Poerwawinata, Matthias Maiterth, Alessio Netti, Daniele Tafani:
Towards a Predictive Energy Model for HPC Runtime Systems Using Supervised Learning. Euro-Par Workshops 2019: 626-638 - [c4]Alessio Netti, Micha Müller, Axel Auweter, Carla Guillén, Michael Ott, Daniele Tafani, Martin Schulz:
From facility to application sensor data: modular, continuous and holistic monitoring with DCDB. SC 2019: 64:1-64:27 - [i5]Alessio Netti, Micha Mueller, Axel Auweter, Carla Guillén, Michael Ott, Daniele Tafani, Martin Schulz:
From Facility to Application Sensor Data: Modular, Continuous and Holistic Monitoring with DCDB. CoRR abs/1906.07509 (2019) - [i4]Alessio Netti, Micha Mueller, Carla Guillén, Michael Ott, Daniele Tafani, Gence Ozer, Martin Schulz:
DCDB Wintermute: Enabling Online and Holistic Operational Data Analytics on HPC Systems. CoRR abs/1910.06156 (2019) - 2018
- [c3]Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
FINJ: A Fault Injection Tool for HPC Systems. Euro-Par Workshops 2018: 800-812 - [c2]Alessio Netti, Cristian Galleguillos, Zeynep Kiziltan, Alina Sîrbu, Özalp Babaoglu:
Heterogeneity-Aware Resource Allocation in HPC Systems. ISC 2018: 3-21 - [i3]Cristian Galleguillos, Zeynep Kiziltan, Alessio Netti, Ricardo Soto:
AccaSim: a Customizable Workload Management Simulator for Job Dispatching Research in HPC Systems. CoRR abs/1806.06728 (2018) - [i2]Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
FINJ: A Fault Injection Tool for HPC Systems. CoRR abs/1807.10056 (2018) - [i1]Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
Online Fault Classification in HPC Systems through Machine Learning. CoRR abs/1810.11208 (2018) - 2017
- [c1]Cristian Galleguillos, Zeynep Kiziltan, Alessio Netti:
AccaSim: An HPC Simulator for Workload Management. CARLA 2017: 169-184
Coauthor Index
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