Papers

Also available on DBLP and Google Scholar.

2024
MCBound: An Online Framework to Characterize and Classify Memory/Compute-bound HPC Jobs
F. Antici, A. Bartolini, Z. Kiziltan, O. Babaoglu, Y. Kodama
SC24: International Conference for High Performance Computing, Networking, Storage, and Analysis, Atlanta, GA
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2023
UniBO si Apre al Mondo: Un Racconto Personale del Primo Collegamento a Internet
O. Babaoglu
In: P. Contucci (ed.), La matematica a Bologna dal dopoguerra. Contributi scelti, Bologna University Press
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2020
A Machine Learning Approach to Online Fault Classification in HPC Systems
A. Netti, Z. Kiziltan, O. Babaoglu, A. Sirbu, A. Bartolini, A. Borghesi
Future Generation Computing Systems, Elsevier, vol. 110
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2019
Constraint Programming-based Job Dispatching for Modern HPC Applications
C. Galleguillos, Z. Kiziltan, A. Sirbu, O. Babaoglu
International Conference on Principles and Practice of Constraint Programming (CP 2019), Stamford, CT, USA
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Online Fault Classification in HPC Systems through Machine Learning
A. Netti, Z. Kiziltan, O. Babaoglu, A. Sirbu, A. Bartolini, A. Borghesi
Euro-Par 2019: European Conference on Parallel Processing. Lecture Notes in Computer Science, vol. 11725
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2018
FINJ: A Fault Injection Tool for HPC Systems
A. Netti, Z. Kiziltan, O. Babaoglu, A. Sirbu, A. Bartolini, A. Borghesi
Euro-Par 2018, 11th Workshop on Resiliency in High Performance Computing (Resilience 2018). Lecture Notes in Computer Science, vol. 11339
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Cognified Distributed Computing
O. Babaoglu, A. Sirbu
38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018), Vienna, Austria
PDF IEEE Xplore
Heterogeneity-aware Resource Allocation in HPC Systems
A. Netti, C. Galleguillos, Z. Kiziltan, A. Sirbu, O. Babaoglu
High Performance Computing. ISC High Performance 2018. Lecture Notes in Computer Science, vol. 10876. Springer-Verlag, Berlin
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A Data-Driven Approach to Modeling Power Consumption for a Hybrid Supercomputer
A. Sirbu, O. Babaoglu
Concurrency and Computation: Practice and Experience
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2017
Data-driven Job Dispatching in HPC Systems
C. Galleguillos, A. Sirbu, Z. Kiziltan, O. Babaoglu, A. Borghesi, T. Bridi
Third International Workshop on Machine Learning, Optimization, and Big Data (MOD 2017). Springer, Cham
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2016
A Big Data Analyzer for Large Trace Logs
A. Balliu, D. Olivetti, O. Babaoglu, M. Marzolla, A. Sirbu
Springer Computing, vol. 98, no. 12
Springer
Power Consumption Modeling and Prediction in a Hybrid CPU-GPU-MIC Supercomputer
A. Sirbu, O. Babaoglu
Euro-Par 2016, Grenoble, France
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Predicting System-level Power for a Hybrid Supercomputer
A. Sirbu, O. Babaoglu
International Conference on High Performance Computing & Simulation (HPCS 2016), Innsbruck, Austria
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Towards Operator-less Data Centers Through Data-Driven, Predictive, Proactive Autonomics
A. Sirbu, O. Babaoglu
Cluster Computing, vol. 19, no. 2
PDF Springer
2015
A Holistic Approach to Log Data Analysis in High-Performance Computing Systems: The Case of IBM BlueGene/Q
A. Sirbu, O. Babaoglu
Euro-Par 2015: Parallel Processing Workshops. Lecture Notes in Computer Science, vol. 9523. Springer-Verlag, Berlin
PDF Springer
Towards Data-Driven Autonomics in Data Centers
A. Sirbu, O. Babaoglu
IEEE International Conference on Cloud and Autonomic Computing (ICCAC), Boston, Massachusetts
PDF IEEE Xplore
2014
The People's Cloud
O. Babaoglu, M. Marzolla
IEEE Spectrum, vol. 51, no. 10
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