MOLAN, MARTIN
MOLAN, MARTIN
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Dottorandi
AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks
2024 Jati, Grafika; Molan, Martin; Khan, Junaid Ahmed; Barchi, Francesco; Bartolini, Andrea; Mercurio, Giuseppe; Acquaviva, Andrea
ExaQuery: Proving Data Structure to Unstructured Telemetry Data in Large-Scale HPC
2024 Junaid Ahmed Khan, Martin Molan, Matteo Angelinelli, Andrea Bartolini
Exploring the Utility of Graph Methods in HPC Thermal Modeling
2024 Guindani, Bruno; Molan, Martin; Bartolini, Andrea; Benini, Luca
GRAAFE: GRaph anomaly anticipation framework for exascale HPC systems
2024 Molan, M.; Seyedkazemi Ardebili, Mohsen; Khan, J. A.; Beneventi, F.; Cesarini, D.; Borghesi, A.; Bartolini, A.
TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle
2024 Jati, Grafika; Molan, Martin; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea
Graph Neural Networks for Anomaly Anticipation in HPC Systems
2023 Molan M.; Ahmed Khan J.; Borghesi A.; Bartolini A.
M100 ExaData: a data collection campaign on the CINECA's Marconi100 Tier-0 supercomputer
2023 Borghesi, Andrea; Di Santi, Carmine; Molan, Martin; Ardebili, Mohsen Seyedkazemi; Mauri, Alessio; Guarrasi, Massimiliano; Galetti, Daniela; Cestari, Mirko; Barchi, Francesco; Benini, Luca; Beneventi, Francesco; Bartolini, Andrea
Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection
2023 Molan M.; Borghesi A.; Benini L.; Bartolini A.
Model for Quantitative Estimation of Functionality Influence on the Final Value of a Software Product
2023 Molan, G; Dolinar, G; Bojkovski, J; Prodan, R; Borghesi, A; Molan, M
RUAD: Unsupervised anomaly detection in HPC systems
2023 Molan, M.; Borghesi, A.; Cesarini, D.; Benini, L.; Bartolini, A.
The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin
2023 Molan M.; Khan J.A.; Bartolini A.; Turra R.; Pedrazzi G.; Cochez M.; Iosup A.; Roman D.; Rozanec J.; Varbanescu A.L.; Prodan R.
Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models
2022 Molan, M; Borghesi, A; Benini, L; Bartolini, A
Anomaly Detection and Anticipation in High Performance Computing Systems
2022 Borghesi A.; Molan M.; Milano M.; Bartolini A.
Semi-supervised anomaly detection on a Tier-0 HPC system
2022 Molan M.; Borghesi A.; Benini L.; Bartolini A.
An Explainable Model for Fault Detection in HPC Systems
2021 Molan M.; Borghesi A.; Beneventi F.; Guarrasi M.; Bartolini A.
Harmonized definition of occupational burnout: A systematic review, semantic analysis, and Delphi consensus in 29 countries
2021 Guseva Canu, I.; Marca, S. C.; Dell'Oro, F.; Balazs, A.; Bergamaschi, E.; Besse, C.; Bianchi, R.; Bislimovska, J.; Bjelajac, A. K.; Bugge, M.; Busneag, C. I.; Caglayan, C.; Cernitanu, M.; Pereira, C. C.; Hafner, N. D.; Droz, N.; Eglite, M.; Godderis, L.; Gundel, H.; Hakanen, J. J.; Iordache, R. M.; Khireddine-Medouni, I.; Kiran, S.; Larese-Filon, F.; Lazor-Blanchet, C.; Legeron, P.; Loney, T.; Majery, N.; Merisalu, E.; Mehlum, I. S.; Michaud, L.; Mijakoski, D.; Minov, J.; Modenese, A.; Molan, M.; van der Molen, H.; Nena, E.; Nolimal, D.; Otelea, M.; Pletea, E.; Pranjic, N.; Rebergen, D.; Reste, J.; Schernhammer, E.; Wahlen, A.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks | Jati, Grafika; Molan, Martin; Khan, Junaid Ahmed; Barchi, Francesco; Bartolini, Andrea; Mercurio..., Giuseppe; Acquaviva, Andrea | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| ExaQuery: Proving Data Structure to Unstructured Telemetry Data in Large-Scale HPC | Junaid Ahmed Khan, Martin Molan, Matteo Angelinelli, Andrea Bartolini | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | ExaQuery_GraphSys_24.pdf |
| Exploring the Utility of Graph Methods in HPC Thermal Modeling | Guindani, Bruno; Molan, Martin; Bartolini, Andrea; Benini, Luca | 2024-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
| GRAAFE: GRaph anomaly anticipation framework for exascale HPC systems | Molan, M.; Seyedkazemi Ardebili, Mohsen; Khan, J. A.; Beneventi, F.; Cesarini, D.; Borghesi, A.; ...Bartolini, A. | 2024-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | GRAAFE.pdf |
| TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle | Jati, Grafika; Molan, Martin; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea | 2024-01-01 | - | ACM Association for Computing Machinery | 4.01 Contributo in Atti di convegno | 3649153.3649201.pdf |
| Graph Neural Networks for Anomaly Anticipation in HPC Systems | Molan M.; Ahmed Khan J.; Borghesi A.; Bartolini A. | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| M100 ExaData: a data collection campaign on the CINECA's Marconi100 Tier-0 supercomputer | Borghesi, Andrea; Di Santi, Carmine; Molan, Martin; Ardebili, Mohsen Seyedkazemi; Mauri, Alessio;... Guarrasi, Massimiliano; Galetti, Daniela; Cestari, Mirko; Barchi, Francesco; Benini, Luca; Beneventi, Francesco; Bartolini, Andrea | 2023-01-01 | SCIENTIFIC DATA | - | 1.01 Articolo in rivista | versione_editoriale.pdf |
| Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection | Molan M.; Borghesi A.; Benini L.; Bartolini A. | 2023-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | EUROPAR_phd_symposium_preEditoriale-1.pdf |
| Model for Quantitative Estimation of Functionality Influence on the Final Value of a Software Product | Molan, G; Dolinar, G; Bojkovski, J; Prodan, R; Borghesi, A; Molan, M | 2023-01-01 | IEEE ACCESS | - | 1.01 Articolo in rivista | IEEE_Access_MOQE.pdf |
| RUAD: Unsupervised anomaly detection in HPC systems | Molan, M.; Borghesi, A.; Cesarini, D.; Benini, L.; Bartolini, A. | 2023-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | Towards_unsupervised_anomaly_detection_in_HPC_preEditorial.pdf |
| The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin | Molan M.; Khan J.A.; Bartolini A.; Turra R.; Pedrazzi G.; Cochez M.; Iosup A.; Roman D.; Rozanec ...J.; Varbanescu A.L.; Prodan R. | 2023-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models | Molan, M; Borghesi, A; Benini, L; Bartolini, A | 2022-01-01 | - | SPRINGER INTERNATIONAL PUBLISHING AG | 4.01 Contributo in Atti di convegno | postPrint_Analysing_Supercomputer_Nodes_Behaviour_with_the_Latent_Representation_of_Deep_Learning_Models.pdf |
| Anomaly Detection and Anticipation in High Performance Computing Systems | Borghesi A.; Molan M.; Milano M.; Bartolini A. | 2022-01-01 | IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS | - | 1.01 Articolo in rivista | TPDS_SI_Exascale_AnomalyAnticipation_REV.pdf |
| Semi-supervised anomaly detection on a Tier-0 HPC system | Molan M.; Borghesi A.; Benini L.; Bartolini A. | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| An Explainable Model for Fault Detection in HPC Systems | Molan M.; Borghesi A.; Beneventi F.; Guarrasi M.; Bartolini A. | 2021-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | molan_MODA2021.pdf |
| Harmonized definition of occupational burnout: A systematic review, semantic analysis, and Delphi consensus in 29 countries | Guseva Canu, I.; Marca, S. C.; Dell'Oro, F.; Balazs, A.; Bergamaschi, E.; Besse, C.; Bianchi, R.;... Bislimovska, J.; Bjelajac, A. K.; Bugge, M.; Busneag, C. I.; Caglayan, C.; Cernitanu, M.; Pereira, C. C.; Hafner, N. D.; Droz, N.; Eglite, M.; Godderis, L.; Gundel, H.; Hakanen, J. J.; Iordache, R. M.; Khireddine-Medouni, I.; Kiran, S.; Larese-Filon, F.; Lazor-Blanchet, C.; Legeron, P.; Loney, T.; Majery, N.; Merisalu, E.; Mehlum, I. S.; Michaud, L.; Mijakoski, D.; Minov, J.; Modenese, A.; Molan, M.; van der Molen, H.; Nena, E.; Nolimal, D.; Otelea, M.; Pletea, E.; Pranjic, N.; Rebergen, D.; Reste, J.; Schernhammer, E.; Wahlen, A. | 2021-01-01 | SCANDINAVIAN JOURNAL OF WORK, ENVIRONMENT & HEALTH | - | 1.01 Articolo in rivista | - |