Alessio Netti

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 23

Top Topics

Hardware Design

Unsupervised Learning

Fault Injection

Top Venues

Euro-Par Workshops

Future Gener. Comput. Syst.

Publications

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) (2023)
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 (2023)
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 (2022)
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 (2021)
Alessio Netti, Woong Shin, Michael Ott, Torsten Wilde, Natalie J. Bates
A Conceptual Framework for HPC Operational Data Analytics. CLUSTER (2021)
Alessio Netti, Daniele Tafani, Michael Ott, Martin Schulz
Correlation-wise Smoothing: Lightweight Knowledge Extraction for HPC Monitoring Data. IPDPS (2021)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
A Machine Learning Approach to Online Fault Classification in HPC Systems. CoRR (2020)
Gence Ozer, Alessio Netti, Daniele Tafani, Martin Schulz
Characterizing HPC Performance Variation with Monitoring and Unsupervised Learning. ISC Workshops (2020)
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)
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) (2020)
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 (2020)
Alessio Netti, Daniele Tafani, Michael Ott, Martin Schulz
Correlation-wise Smoothing: Lightweight Knowledge Extraction for HPC Monitoring Data. CoRR (2020)
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 (2019)
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)
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)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
Online Fault Classification in HPC Systems Through Machine Learning. Euro-Par (2019)
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 (2019)
Cristian Galleguillos, Zeynep Kiziltan, Alessio Netti, Ricardo Soto
AccaSim: a Customizable Workload Management Simulator for Job Dispatching Research in HPC Systems. CoRR (2018)
Alessio Netti, Cristian Galleguillos, Zeynep Kiziltan, Alina Sîrbu, Özalp Babaoglu
Heterogeneity-Aware Resource Allocation in HPC Systems. ISC (2018)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
FINJ: A Fault Injection Tool for HPC Systems. Euro-Par Workshops (2018)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
Online Fault Classification in HPC Systems through Machine Learning. CoRR (2018)
Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
FINJ: A Fault Injection Tool for HPC Systems. CoRR (2018)
Cristian Galleguillos, Zeynep Kiziltan, Alessio Netti
AccaSim: An HPC Simulator for Workload Management. CARLA (2017)