Borghesi A.; Bartolini A.; Lombardi M.; Milano M.; Benini L., A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems, «ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE», 2019, 85, pp. 634 - 644 [Scientific article]Open Access
Borghesi, Andrea; Bartolini, Andrea; Lombardi, Michele; Milano, Michela; Benini, Luca, Anomaly Detection Using Autoencoders in High Performance Computing Systems, in: Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019, 33, pp. 9428 - 9433 (atti di: Thirty-Third AAAI Conference on Artificial Intelligence, Honolulu, Hawaii, US, 28 Jan - 02 Feb 2019) [Contribution to conference proceedings]
Riha, L.; Bartolini, A.; Vysocky, O., Fine-grained application tuning on OpenPOWER HPC systems, in: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, GPU AND CLOUD COMPUTING FOR ENGINEERING, Stirlingshire, UK, Civil-Comp Press, 2019, 112, pp. 1 - 19 (atti di: Conference on Parallel, Distributed, GPU and Cloud Computing for Engineering, Pecs, 4th-5th June, 2019) [Contribution to conference proceedings]
Alessio Netti; Zeynep Kiziltan; Ozalp Babaoglu; Alina Sirbu; Andrea Bartolini; Andrea Borghesi, FINJ: A Fault Injection Tool for HPC Systems, in: Euro-Par 2018: Parallel Processing Workshops, Berlin, Springer-Verlag, 2019, 11339, pp. 800 - 812 (atti di: Euro-Par 2018: European Conference on Parallel Processing Workshops, Turin, Italy, August 27-28, 2018) [Contribution to conference proceedings]Open Access
Cesarini D.; Bartolini A.; Benini L., Modeling and Evaluation of Application-Aware Dynamic Thermal Control in HPC Nodes, in: IFIP Advances in Information and Communication Technology. VLSI-SoC: Opportunities and Challenges Beyond the Internet of Things, Springer New York LLC, 2019, 500, pp. 198 - 219 (atti di: 25th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2017, Abu Dhabi, United Arab Emirates, October 23–25, 2017) [Contribution to conference proceedings]Open Access
Borghesi A.; Libri A.; Benini L.; Bartolini A., Online Anomaly Detection in HPC Systems, in: Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, 2019, pp. 229 - 233 (atti di: IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, Hsinchu, Taiwan, 18-20 March 2019) [Contribution to conference proceedings]Open Access
Netti, Alessio; Kiziltan, Zeynep; Babaoglu, Ozalp; Sîrbu, Alina; Bartolini, Andrea; Borghesi, Andrea, Online Fault Classification in HPC Systems Through Machine Learning, in: Proceedings of the 25th European Conference on Parallel Processing, 2019, 11725, pp. 3 - 16 (atti di: European Conference on Parallel Processing, Göttingen, Germany, August 26–30, 2019) [Contribution to conference proceedings]
Bartolini, Andrea; Beneventi, Francesco; Borghesi, Andrea; Cesarini, Daniele; Libri, Antonio; Benini, Luca; Cavazzoni, Carlo, Paving the Way Toward Energy-Aware and Automated Datacentre, in: Proceedings of the 48th International Conference on Parallel Processing, 2019, pp. 1 - 8 (atti di: International Conference on Parallel Processing (ICPP), Kyoto, Japan, August 05 - 08, 2019) [Contribution to conference proceedings]
Pittino, Federico; Bonfà, Pietro; Bartolini, Andrea; Affinito, Fabio; Benini, Luca; Cavazzoni, Carlo, Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning, in: In Proceedings of the Platform for Advanced Scientific Computing Conference (PASC ’19), New York, Association for Computing Machinery, 2019, pp. 1 - 9 (atti di: 6th Platform for Advanced Scientific Computing Conference, PASC 2019, Zurich, 12-14 giugno 2019) [Contribution to conference proceedings]Open Access
Borghesi, Andrea; Bartolini, Andrea; Milano, Michela; Benini, Luca, Pricing schemes for energy-efficient HPC systems: Design and exploration, «INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS», 2019, 33, pp. 716 - 734 [Scientific article]Open Access
Silvano C.; Agosta G.; Bartolini A.; Beccari A.R.; Benini L.; Besnard L.; Bispo J.; Cmar R.; Cardoso J.M.P.; Cavazzoni C.; Cesarini D.; Cherubin S.; Ficarelli F.; Gadioli D.; Golasowski M.; Lasri I.; Libri A.; Manelfi C.; Martinovic J.; Palermo G.; Pinto P.; Rohou E.; Sanna N.; Slaninova K.; Vitali E., Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach, in: Proceedings - 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2019, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 116 - 123 (atti di: 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2019, Pavia, ITA, 13-15 February, 2019) [Contribution to conference proceedings]Open Access
Silvano C.; Agosta G.; Bartolini A.; Beccari A.R.; Benini L.; Besnard L.; Bispo J.; Cmar R.; Cardoso J.M.P.; Cavazzoni C.; Cesarini D.; Cherubin S.; Ficarelli F.; Gadioli D.; Golasowski M.; Libri A.; Martinovic J.; Palermo G.; Pinto P.; Rohou E.; Slaninova K.; Vitali E., The ANTAREX domain specific language for high performance computing, «MICROPROCESSORS AND MICROSYSTEMS», 2019, 68, pp. 58 - 73 [Scientific article]Open Access
Pittino, Federico; Beneventi, Francesco; Bartolini, Andrea; Benini, Luca, A scalable framework for online power modelling of high-performance computing nodes in production, in: Proceedings - 2018 International Conference on High Performance Computing and Simulation, HPCS 2018, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 300 - 307 (atti di: 16th International Conference on High Performance Computing and Simulation, HPCS 2018, Orleans, France, 16-20 July 2018) [Contribution to conference proceedings]Open Access
Silvano, Cristina; Agosta, Giovanni; Bartolini, Andrea; Beccari, Andrea R.; Benini, Luca; Besnard, Loic; Bispo, Joao; Cmar, Radim; Cardoso, Joao M. P.; Cavazzoni, Carlo; Cherubin, Stefano; Gadioli, Davide; Golasowski, Martin; Lasri, Imane; Martinovic, Jan; Palermo, Gianluca; Pinto, Pedro; Rohou, Erven; Sanna, Nico; Slaninova, Katerina; Vitali, Emanuele, ANTAREX: A DSL-Based approach to adaptively optimizing and enforcing extra-functional properties in high performance computing, in: 2018 21st Euromicro Conference on Digital System Design (DSD), Institute of Electrical and Electronics Engineers Inc., 2018, pp. 600 - 607 (atti di: 21st Euromicro Conference on Digital System Design, DSD 2018, Prague, Czech Republic, 29-31 Aug. 2018) [Contribution to conference proceedings]Open Access
Silvano, Cristina; Palermo, Gianluca; Agosta, Giovanni; Ashouri, Amir H.; Gadioli, Davide; Cherubin, Stefano; Vitali, Emanuele; Benini, Luca; Bartolini, Andrea; Cesarini, Daniele; Cardoso, Joao; Bispo, Joao; Pinto, Pedro; Nobre, Riccardo; Rohou, Erven; Besnard, Loïc; Lasri, Imane; Sanna, Nico; Cavazzoni, Carlo; Cmar, Radim; Martinovič, Jan; Slaninová, Kateřina; Golasowski, Martin; Beccari, Andrea R.; Manelfi, Candida, Autotuning and adaptivity in energy efficient HPC systems: The ANTAREX toolbox (invited paper), in: CF '18: Proceedings of the 15th ACM International Conference on Computing Frontiers, Association for Computing Machinery, Inc, 2018, pp. 270 - 275 (atti di: 15th ACM International Conference on Computing Frontiers, CF 2018, Ischia, ITALY, MAY 08-10, 2018) [Contribution to conference proceedings]Open Access
