Alessio Netti

According to our database, Alessio Netti authored at least 16 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Mixed precision support in HPC applications: What about reliability?

Alessio Netti, Yang Peng, Patrik Omland, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman

J. Parallel Distributed Comput., November, 2023

HPC Hardware Design Reliability Benchmarking With HDFIT.

Patrik Omland, Alessio Netti, Yang Peng, Andrea Baldovin, Michael Paulitsch, Gustavo Espinosa, Jorge Parra, Gereon Hinz, Alois C. Knoll

IEEE Trans. Parallel Distributed Syst., March, 2023

2022

Holistic and Portable Operational Data Analytics on Production HPC Systems.

Alessio Netti

PhD thesis, 2022

Operational Data Analytics in practice: Experiences from design to deployment in production HPC environments.

Alessio Netti, Michael Ott, Carla Guillén, Daniele Tafani, Martin Schulz

Parallel Comput., 2022

2021

Correlation-wise Smoothing: Lightweight Knowledge Extraction for HPC Monitoring Data.

Alessio Netti, Daniele Tafani, Michael Ott, Martin Schulz

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

A Conceptual Framework for HPC Operational Data Analytics.

Alessio Netti, Woong Shin, Michael Ott, Torsten Wilde, Natalie J. Bates

Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020

A machine learning approach to online fault classification in HPC systems.

Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi

Future Gener. Comput. Syst., 2020

AccaSim: a customizable workload management simulator for job dispatching research in HPC systems.

Cristian Galleguillos, Zeynep Kiziltan, Alessio Netti, Ricardo Soto

Clust. Comput., 2020

Characterizing HPC Performance Variation with Monitoring and Unsupervised Learning.

Gence Ozer, Alessio Netti, Daniele Tafani, Martin Schulz

Proceedings of the High Performance Computing, 2020

DCDB Wintermute: Enabling Online and Holistic Operational Data Analytics on HPC Systems.

Alessio Netti, Micha Müller, Carla Guillén, Michael Ott, Daniele Tafani, Gence Ozer, Martin Schulz

Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

2019

From facility to application sensor data: modular, continuous and holistic monitoring with DCDB.

Alessio Netti, Micha Müller, Axel Auweter, Carla Guillén, Michael Ott, Daniele Tafani, Martin Schulz

Proceedings of the International Conference for High Performance Computing, 2019

Towards a Predictive Energy Model for HPC Runtime Systems Using Supervised Learning.

Gence Ozer, Sarthak Garg, Neda Davoudi, Gabrielle Poerwawinata, Matthias Maiterth, Alessio Netti, Daniele Tafani

Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

Online Fault Classification in HPC Systems Through Machine Learning.

Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi

Proceedings of the Euro-Par 2019: Parallel Processing, 2019

2018

Heterogeneity-Aware Resource Allocation in HPC Systems.

Alessio Netti, Cristian Galleguillos, Zeynep Kiziltan, Alina Sîrbu, Özalp Babaoglu

Proceedings of the High Performance Computing - 33rd International Conference, 2018

FINJ: A Fault Injection Tool for HPC Systems.

Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi

Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018

2017

AccaSim: An HPC Simulator for Workload Management.

Cristian Galleguillos, Zeynep Kiziltan, Alessio Netti

Proceedings of the High Performance Computing - 4th Latin American Conference, 2017