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2020 – today
- 2022
[c31]Juri Taborri, Ilaria Mileti
, Giovanni Mariani, Luca Mattioli, Lorenzo Liguori, Stefano Salvatori, Eduardo Palermo, Fabrizio Patanè, Stefano Rossi:
RANK - Robotic Ankle: Design and testing on irregular terrains. IROS 2022: 9752-9757- [c30]Giovanni Mariani, Juri Taborri, Ilaria Mileti, Giacomo Bagordo, Eduardo Palermo, Fabrizio Patanè, Stefano Rossi:
Design and characterization of a smart fabric sensor to recognize human intention for robotic applications. MetroInd4.0& IoT 2022: 1-6 - 2021
- [j13]Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy. Vis. Comput. 37(6): 1593-1610 (2021) - [c29]Bert Moons, Parham Noorzad, Andrii Skliar, Giovanni Mariani, Dushyant Mehta, Chris Lott, Tijmen Blankevoort:
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces. ICCV 2021: 12209-12218 - 2020
- [c28]Ioannis Gatopoulos, Romain Lepert, Auke J. Wiggers, Giovanni Mariani, Jakub M. Tomczak:
Evolutionary Algorithm with Non-parametric Surrogate Model for Tensor Program optimization. CEC 2020: 1-8 - [c27]Juri Taborri, Stefano Salvatori, Giovanni Mariani, Stefano Rossi, Fabrizio Patanè:
BEAT: Balance Evaluation Automated Testbed for the standardization of balance assessment in human wearing exoskeleton. MetroInd4.0&IoT 2020: 526-531 - [i6]S. R. Nandakumar, Manuel Le Gallo, Christophe Piveteau, Vinay Joshi, Giovanni Mariani, Irem Boybat, Geethan Karunaratne, Riduan Khaddam-Aljameh, Urs Egger, Anastasios Petropoulos, Theodore Antonakopoulos, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou:
Mixed-precision deep learning based on computational memory. CoRR abs/2001.11773 (2020) - [i5]Bert Moons, Parham Noorzad, Andrii Skliar, Giovanni Mariani, Dushyant Mehta, Chris Lott, Tijmen Blankevoort:
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces. CoRR abs/2012.08859 (2020)
2010 – 2019
- 2019
- [j12]Goran Flegar, Florian Scheidegger, Vedran Novakovic, Giovanni Mariani, Andrés E. Tomás, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí:
FloatX: A C++ Library for Customized Floating-Point Arithmetic. ACM Trans. Math. Softw. 45(4): 40:1-40:23 (2019) - [c26]Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Constantine Bekas, Adelmo Cristiano Innocenza Malossi:
TAPAS: Train-Less Accuracy Predictor for Architecture Search. AAAI 2019: 3927-3934 - [c25]Gagandeep Singh, Juan Gómez-Luna, Giovanni Mariani, Geraldo F. Oliveira, Stefano Corda, Sander Stuijk, Onur Mutlu, Henk Corporaal:
NAPEL: Near-Memory Computing Application Performance Prediction via Ensemble Learning. DAC 2019: 27 - [i4]Atin Sood, Benjamin Elder, Benjamin Herta, Chao Xue, Costas Bekas, A. Cristiano I. Malossi, Debashish Saha, Florian Scheidegger, Ganesh Venkataraman, Gegi Thomas, Giovanni Mariani, Hendrik Strobelt, Horst Samulowitz, Martin Wistuba, Matteo Manica, Mihir R. Choudhury, Rong Yan, Roxana Istrate, Ruchir Puri, Tejaswini Pedapati:
NeuNetS: An Automated Synthesis Engine for Neural Network Design. CoRR abs/1901.06261 (2019) - 2018
- [j11]Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann:
Predicting cloud performance for HPC applications before deployment. Future Gener. Comput. Syst. 87: 618-628 (2018) - [j10]Rik Jongerius, Andreea Anghel, Gero Dittmann, Giovanni Mariani, Erik Vermij, Henk Corporaal:
Analytic Multi-Core Processor Model for Fast Design-Space Exploration. IEEE Trans. Computers 67(6): 755-770 (2018) - [i3]Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. CoRR abs/1803.09588 (2018) - [i2]Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi:
BAGAN: Data Augmentation with Balancing GAN. CoRR abs/1803.09655 (2018) - [i1]Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Costas Bekas, A. Cristiano I. Malossi:
TAPAS: Train-less Accuracy Predictor for Architecture Search. CoRR abs/1806.00250 (2018) - 2017
- [j9]Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann:
Classification of thread profiles for scaling application behavior. Parallel Comput. 66: 1-21 (2017) - [c24]Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann:
Predicting Cloud Performance for HPC Applications: a User-oriented Approach. CCGrid 2017: 524-533 - [c23]Sandeep Poddar, Rik Jongerius, Leandro Fiorin, Giovanni Mariani, Gero Dittmann, Andreea Anghel, Henk Corporaal:
MeSAP: A fast analytic power model for DRAM memories. DATE 2017: 49-54 - 2016
- [j8]Andreea Anghel, Laura Mihaela Vasilescu, Giovanni Mariani, Rik Jongerius, Gero Dittmann:
An Instrumentation Approach for Hardware-Agnostic Software Characterization. Int. J. Parallel Program. 44(5): 924-948 (2016) - [j7]Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann:
Scaling Properties of Parallel Applications to Exascale. Int. J. Parallel Program. 44(5): 975-1002 (2016) - [j6]Amir Hossein Ashouri, Giovanni Mariani, Gianluca Palermo, Eunjung Park, John Cavazos, Cristina Silvano:
COBAYN: Compiler Autotuning Framework Using Bayesian Networks. ACM Trans. Archit. Code Optim. 13(2): 21:1-21:25 (2016) - 2015
- [j5]Giovanni Mariani, Gianluca Palermo, Vittorio Zaccaria, Cristina Silvano:
DeSpErate++: An Enhanced Design Space Exploration Framework Using Predictive Simulation Scheduling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(2): 293-306 (2015) - [c22]Andreea Anghel, Laura Mihaela Vasilescu, Rik Jongerius, Gero Dittmann, Giovanni Mariani:
An instrumentation approach for hardware-agnostic software characterization. Conf. Computing Frontiers 2015: 3:1-3:8 - [c21]Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann:
Scaling application properties to exascale. Conf. Computing Frontiers 2015: 31:1-31:8 - [c20]Rik Jongerius, Giovanni Mariani, Andreea Anghel, Gero Dittmann, Erik Vermij, Henk Corporaal:
Analytic processor model for fast design-space exploration. ICCD 2015: 411-414 - 2014
- [c19]Giovanni Mariani, Gianluca Palermo, Roel Meeuws, Vlad Mihai Sima, Cristina Silvano, Koen Bertels:
DRuiD: Designing reconfigurable architectures with decision-making support. ASP-DAC 2014: 213-218 - [c18]Giovanni Mariani, Gianluca Palermo, Vittorio Zaccaria, Cristina Silvano:
DeSpErate: Speeding-up design space exploration by using predictive simulation scheduling. DATE 2014: 1-4 - [c17]Amir Hossein Ashouri, Giovanni Mariani, Gianluca Palermo, Cristina Silvano:
A Bayesian network approach for compiler auto-tuning for embedded processors. ESTIMedia 2014: 90-97 - 2013
- [j4]Giovanni Mariani, Gianluca Palermo, Vittorio Zaccaria, Cristina Silvano:
ARTE: An Application-specific Run-Time managEment framework for multi-cores based on queuing models. Parallel Comput. 39(9): 504-519 (2013) - [j3]Giovanni Mariani, Gianluca Palermo, Vittorio Zaccaria, Cristina Silvano:
Design-space exploration and runtime resource management for multicores. ACM Trans. Embed. Comput. Syst. 13(2): 20:1-20:27 (2013) - [c16]Giovanni Mariani, Vlad Mihai Sima, Gianluca Palermo, Vittorio Zaccaria, Giacomo Marchiori, Cristina Silvano, Koen Bertels:
Run-time optimization of a dynamically reconfigurable embedded system through performance prediction. FPL 2013: 1-8 - 2012
- [j2]Giovanni Mariani, Gianluca Palermo, Vittorio Zaccaria, Cristina Silvano:
OSCAR: An Optimization Methodology Exploiting Spatial Correlation in Multicore Design Spaces. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31(5): 740-753 (2012) - [c15]Giovanni Mariani, Gianluca Palermo, Vittorio Zaccaria, Cristina Silvano:
Evaluating Run-time Resource Management Policies for Multi-core Embedded Platforms with the EMME Evaluation Framework. ARCS Workshops 2012: 363-374 - [c14]Giovanni Mariani, Vlad Mihai Sima, Gianluca Palermo, Vittorio Zaccaria, Cristina Silvano, Koen Bertels:
Using multi-objective design space exploration to enable run-time resource management for reconfigurable architectures. DATE 2012: 1379-1384 - 2011
- [j1]Chantal Ykman-Couvreur, Prabhat Avasare, Giovanni Mariani, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria:
Linking run-time resource management of embedded multi-core platforms with automated design-time exploration. IET Comput. Digit. Tech. 5(2): 123-135 (2011) - [c13]Giovanni Mariani, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria:
ARTE: An Application-specific Run-Time management framework for multi-core systems. SASP 2011: 86-93 - [p6]Cristina Silvano, William Fornaciari, Gianluca Palermo, Vittorio Zaccaria, Fabrizio Castro, Marcos Martínez, Sara Bocchio, Roberto Zafalon, Prabhat Avasare, Geert Vanmeerbeeck, Chantal Ykman-Couvreur, Maryse Wouters, Carlos Kavka, Luka Onesti, Alessandro Turco, Umberto Bondi, Giovanni Mariani, Hector Posadas, Eugenio Villar, Chris Wu, Fan Dongrui, Hao Zhang:
The MULTICUBE Design Flow. Multi-objective Design Space Exploration of Multiprocessor SoC Architectures 2011: 3-17 - [p5]Enrico Rigoni, Carlos Kavka, Alessandro Turco, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria, Giovanni Mariani:
Optimization Algorithms for Design Space Exploration of Embedded Systems. Multi-objective Design Space Exploration of Multiprocessor SoC Architectures 2011: 51-74 - [p4]Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria, Enrico Rigoni, Carlos Kavka, Alessandro Turco, Giovanni Mariani:
Response Surface Modeling for Design Space Exploration of Embedded System. Multi-objective Design Space Exploration of Multiprocessor SoC Architectures 2011: 75-92 - [p3]Prabhat Avasare, Chantal Ykman-Couvreur, Geert Vanmeerbeeck, Giovanni Mariani, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria:
Design Space Exploration Supporting Run-Time Resource Management. Multi-objective Design Space Exploration of Multiprocessor SoC Architectures 2011: 93-107 - [p2]Carlos Kavka, Luka Onesti, Enrico Rigoni, Alessandro Turco, Sara Bocchio, Fabrizio Castro, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria, Giovanni Mariani, Dongrui Fan, Hao Zhang, Shibin Tang:
Design Space Exploration of Parallel Architectures. Multi-objective Design Space Exploration of Multiprocessor SoC Architectures 2011: 171-188 - [p1]Giovanni Mariani, Chantal Ykman-Couvreur, Prabhat Avasare, Geert Vanmeerbeeck, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria:
Design Space Exploration for Run-Time Management of a Reconfigurable System for Video Streaming. Multi-objective Design Space Exploration of Multiprocessor SoC Architectures 2011: 189-204 - 2010
- [c12]Giovanni Mariani, Chantal Ykman-Couvreur, Ke Zhang, Lu Zhang, Gauthier Lafruit:
An Efficient Run-Time Management Methodology for Stereo Matching Application. ARCS Workshops 2010: 299-304 - [c11]Vittorio Zaccaria, Gianluca Palermo, Fabrizio Castro, Cristina Silvano, Giovanni Mariani:
Multicube Explorer: An Open Source Framework for Design Space Exploration of Chip Multi-Processors. ARCS Workshops 2010: 325-331 - [c10]Giovanni Mariani, Aleksandar Brankovic, Gianluca Palermo, Jovana Jovic, Vittorio Zaccaria, Cristina Silvano:
A correlation-based design space exploration methodology for multi-processor systems-on-chip. DAC 2010: 120-125 - [c9]Giovanni Mariani, Prabhat Avasare, Geert Vanmeerbeeck, Chantal Ykman-Couvreur, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria:
An industrial design space exploration framework for supporting run-time resource management on multi-core systems. DATE 2010: 196-201 - [c8]Cristina Silvano, William Fornaciari, Gianluca Palermo, Vittorio Zaccaria, Fabrizio Castro, Marcos Martínez, Sara Bocchio, Roberto Zafalon, Prabhat Avasare, Geert Vanmeerbeeck, Chantal Ykman-Couvreur, Maryse Wouters, Carlos Kavka, Luka Onesti, Alessandro Turco, Umberto Bondi, Giovanni Mariani, Hector Posadas, Eugenio Villar, Chris Wu, Dongrui Fan, Hao Zhang, Shibin Tang:
MULTICUBE: Multi-Objective Design Space Exploration of Multi-Core Architectures. ISVLSI (Selected papers) 2010: 47-63 - [c7]Cristina Silvano, William Fornaciari, Gianluca Palermo, Vittorio Zaccaria, Fabrizio Castro, Marcos Martínez, Sara Bocchio, Roberto Zafalon, Prabhat Avasare, Geert Vanmeerbeeck, Chantal Ykman-Couvreur, Maryse Wouters, Carlos Kavka, Luka Onesti, Alessandro Turco, Umberto Bondi, Giovanni Mariani, Hector Posadas, Eugenio Villar, Chris Wu, Dongrui Fan, Hao Zhang, Shibin Tang:
MULTICUBE: Multi-objective Design Space Exploration of Multi-core Architectures. ISVLSI 2010: 488-493
2000 – 2009
- 2009
- [c6]Giovanni Mariani, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria:
Meta-model Assisted Optimization for Design Space Exploration of Multi-Processor Systems-on-Chip. DSD 2009: 383-389 - [c5]Giovanni Mariani, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria:
Multi-processor system-on-chip Design Space Exploration based on multi-level modeling techniques. ICSAMOS 2009: 118-124 - [c4]Giovanni Mariani, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria:
A design space exploration methodology supporting run-time resource management for multi-processor Systems-on-chip. SASP 2009: 21-28 - 2007
- [c3]Gianluca Palermo, Giovanni Mariani, Cristina Silvano, Riccardo Locatelli, Marcello Coppola:
Mapping and Topology Customization Approaches for Application-Specific STNoC Designs. ASAP 2007: 61-68 - [c2]Gianluca Palermo, Cristina Silvano, Giovanni Mariani, Riccardo Locatelli, Marcello Coppola:
Application-Specific Topology Design Customization for STNoC. DSD 2007: 547-550 - [c1]Gianluca Palermo, Giovanni Mariani, Cristina Silvano, Riccardo Locatelli, Marcello Coppola:
A topology design customization approach for STNoC. Nano-Net 2007: 14
Coauthor Index
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