Martin Molan

According to our database, Martin Molan authored at least 13 papers between 2021 and 2024.

Collaborative distances:

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

2024

ExaQuery: Proving Data Structure to Unstructured Telemetry Data in Large-Scale HPC.

Junaid Ahmed Khan, Martin Molan, Matteo Angelinelli, Andrea Bartolini

Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

AutoGrAN: Autonomous Vehicle LiDAR Contaminant Detection using Graph Attention Networks.

Grafika Jati, Martin Molan, Junaid Ahmed Khan, Francesco Barchi, Andrea Bartolini, Giuseppe Mercurio, Andrea Acquaviva

Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

Exploring the Utility of Graph Methods in HPC Thermal Modeling.

Bruno Guindani, Martin Molan, Andrea Bartolini, Luca Benini

Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

TinyLid: a RISC-V accelerated Neural Network For LiDAR Contaminant Classification in Autonomous Vehicle.

Grafika Jati, Martin Molan, Francesco Barchi, Andrea Bartolini, Andrea Acquaviva

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

2023

RUAD: Unsupervised anomaly detection in HPC systems.

Martin Molan, Andrea Borghesi, Daniele Cesarini, Luca Benini, Andrea Bartolini

Future Gener. Comput. Syst., April, 2023

Model for Quantitative Estimation of Functionality Influence on the Final Value of a Software Product.

Gregor Molan, Gregor Dolinar, Jovan Bojkovski, Radu Prodan, Andrea Borghesi, Martin Molan

IEEE Access, 2023

Graph Neural Networks for Anomaly Anticipation in HPC Systems.

Martin Molan, Junaid Ahmed Khan, Andrea Borghesi, Andrea Bartolini

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin.

Martin Molan, Junaid Ahmed Khan, Andrea Bartolini, Roberta Turra, Giorgio Pedrazzi, Michael Cochez, Alexandru Iosup, Dumitru Roman, Joze M. Rozanec, Ana Lucia Varbanescu, Radu Prodan

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

Anomaly Detection and Anticipation in High Performance Computing Systems.

Andrea Borghesi, Martin Molan, Michela Milano, Andrea Bartolini

IEEE Trans. Parallel Distributed Syst., 2022

Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection.

Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini

Proceedings of the Euro-Par 2022: Parallel Processing Workshops, 2022

Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models.

Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini

Proceedings of the Euro-Par 2022: Parallel Processing, 2022

Semi-supervised anomaly detection on a Tier-0 HPC system.

Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini

Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

2021

An Explainable Model for Fault Detection in HPC Systems.

Martin Molan, Andrea Borghesi, Francesco Beneventi, Massimiliano Guarrasi, Andrea Bartolini

Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021