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Martin Molan
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 10
Top Topics
Anomaly Detection
Detecting Anomalies
Learning Methodologies
Computing Systems
Top Venues
CoRR
Euro-Par
Future Gener. Comput. Syst.
CF
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Publications
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Martin Molan
,
Junaid Ahmed Khan
,
Andrea Borghesi
,
Andrea Bartolini
Graph Neural Networks for Anomaly Anticipation in HPC Systems.
ICPE (Companion)
(2023)
Martin Molan
,
Andrea Borghesi
,
Daniele Cesarini
,
Luca Benini
,
Andrea Bartolini
RUAD: Unsupervised anomaly detection in HPC systems.
Future Gener. Comput. Syst.
141 (2023)
Gregor Molan
,
Gregor Dolinar
,
Jovan Bojkovski
,
Radu Prodan
,
Andrea Borghesi
,
Martin Molan
Model for Quantitative Estimation of Functionality Influence on the Final Value of a Software Product.
IEEE Access
11 (2023)
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
The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin.
COMPSAC
(2023)
Martin Molan
,
Andrea Borghesi
,
Luca Benini
,
Andrea Bartolini
Semi-supervised anomaly detection on a Tier-0 HPC system.
CF
(2022)
Martin Molan
,
Andrea Borghesi
,
Luca Benini
,
Andrea Bartolini
Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models.
Euro-Par
(2022)
Andrea Borghesi
,
Martin Molan
,
Michela Milano
,
Andrea Bartolini
Anomaly Detection and Anticipation in High Performance Computing Systems.
IEEE Trans. Parallel Distributed Syst.
33 (4) (2022)
Martin Molan
,
Andrea Borghesi
,
Daniele Cesarini
,
Luca Benini
,
Andrea Bartolini
RUAD: unsupervised anomaly detection in HPC systems.
CoRR
(2022)
Martin Molan
,
Andrea Borghesi
,
Luca Benini
,
Andrea Bartolini
Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection.
Euro-Par Workshops
(2022)
Martin Molan
,
Andrea Borghesi
,
Francesco Beneventi
,
Massimiliano Guarrasi
,
Andrea Bartolini
An Explainable Model for Fault Detection in HPC Systems.
ISC Workshops
(2021)