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Alessio Netti
Alessio Netti
HPC/AI Dependability Researcher, Intel Corporation
Zweryfikowany adres z intel.com
Tytuł
Cytowane przez
Cytowane przez
Rok
From facility to application sensor data: modular, continuous and holistic monitoring with DCDB
A Netti, M Müller, A Auweter, C Guillen, M Ott, D Tafani, M Schulz
Proceedings of the International Conference for High Performance Computing …, 2019
262019
DCDB wintermute: Enabling online and holistic operational data analytics on HPC systems
A Netti, M Müller, C Guillen, M Ott, D Tafani, G Ozer, M Schulz
Proceedings of the 29th International Symposium on High-Performance Parallel …, 2020
202020
A machine learning approach to online fault classification in HPC systems
A Netti, Z Kiziltan, O Babaoglu, A Sîrbu, A Bartolini, A Borghesi
Future Generation Computer Systems 110, 1009-1022, 2020
172020
FINJ: A fault injection tool for HPC systems
A Netti, Z Kiziltan, O Babaoglu, A Sîrbu, A Bartolini, A Borghesi
Euro-Par 2018: Parallel Processing Workshops: Euro-Par 2018 International …, 2019
162019
AccaSim: a customizable workload management simulator for job dispatching research in HPC systems
C Galleguillos, Z Kiziltan, A Netti, R Soto
Cluster Computing 23, 107-122, 2020
102020
Online fault classification in hpc systems through machine learning
A Netti, Z Kiziltan, O Babaoglu, A Sîrbu, A Bartolini, A Borghesi
Euro-Par 2019: Parallel Processing: 25th International Conference on …, 2019
92019
Accasim: an HPC simulator for workload management
C Galleguillos, Z Kiziltan, A Netti
High Performance Computing: 4th Latin American Conference, CARLA 2017 …, 2018
92018
Heterogeneity-aware resource allocation in HPC systems
A Netti, C Galleguillos, Z Kiziltan, A Sîrbu, O Babaoglu
High Performance Computing: 33rd International Conference, ISC High …, 2018
92018
FPGA implementation of a real-time filter and sum beamformer for acoustic antenna
A Netti, G Diodati, F Camastra, V Quaranta
INTER-NOISE and NOISE-CON Congress and Conference Proceedings 250 (3), 3458-3469, 2015
92015
Correlation-wise smoothing: Lightweight knowledge extraction for hpc monitoring data
A Netti, D Tafani, M Ott, M Schulz
2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021
82021
Towards a predictive energy model for HPC runtime systems using supervised learning
G Ozer, S Garg, N Davoudi, G Poerwawinata, M Maiterth, A Netti, D Tafani
Euro-Par 2019: Parallel Processing Workshops: Euro-Par 2019 International …, 2020
82020
A conceptual framework for HPC operational data analytics
A Netti, W Shin, M Ott, T Wilde, N Bates
2021 IEEE International Conference on Cluster Computing (CLUSTER), 596-603, 2021
72021
Operational data analytics in practice: experiences from design to deployment in production HPC environments
A Netti, M Ott, C Guillen, D Tafani, M Schulz
Parallel Computing 113, 102950, 2022
52022
Characterizing HPC Performance Variation with Monitoring and Unsupervised Learning
G Ozer, A Netti, D Tafani, M Schulz
High Performance Computing: ISC High Performance 2020 International …, 2020
52020
Energy-efficient runtime in HPC systems with machine learning
G Ozer, S Garg, G Poerwawinata, N Davoudi, MDT LRZ, M Maiterth, ...
Technical University of Munich, Data Innovation Lab, 2019
22019
HPC Hardware Design Reliability Benchmarking with HDFIT
P Omland, A Netti, Y Peng, A Baldovin, M Paulitsch, G Espinosa, J Parra, ...
IEEE Transactions on Parallel and Distributed Systems, 2023
2023
Holistic and Portable Operational Data Analytics on Production HPC Systems
A Netti
Technische Universität München, 2022
2022
DEEP-EST
T Moschny, C Clauß, ZU Huda, S Krempel, A Netti, M Nuessle, ...
2021
DEEP-EST
N Eicker, T Moschny, C Clauß, ZU Huda, A Netti, M Nuessle, M Ott, ...
Update (v2. 0), 2019
2019
Multi-node Fault Classification using Machine Learning
Z Kiziltan, VV Covella, A Netti, A Sˆırbu, III Session
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