Giovanni Mariani

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 27

Top Topics

Design Space Exploration

Top Venues

Conf. Computing Frontiers

Int. J. Parallel Program.

Publications

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)
Juri Taborri, Ilaria Mileti, Giovanni Mariani, L. Mattioli, L. Liguori, S. Salvatori, Eduardo Palermo, Fabrizio Patanè, S. Rossi
RANK - Robotic Ankle: Design and testing on irregular terrains. IROS (2022)
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) (2021)
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)
Ioannis Gatopoulos, Romain Lepert, Auke Wiggers, Giovanni Mariani, Jakub M. Tomczak
Evolutionary Algorithm with Non-parametric Surrogate Model for Tensor Program optimization. CEC (2020)
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 (2020)
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)
Bert Moons, Parham Noorzad, Andrii Skliar, Giovanni Mariani, Dushyant Mehta, Chris Lott, Tijmen Blankevoort
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces. CoRR (2020)
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)
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) (2019)
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 (2019)
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)
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) (2018)
Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
BAGAN: Data Augmentation with Balancing GAN. CoRR (2018)
Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Costas Bekas, A. Cristiano I. Malossi
TAPAS: Train-less Accuracy Predictor for Architecture Search. CoRR (2018)
Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann
Predicting cloud performance for HPC applications before deployment. Future Gener. Comput. Syst. 87 (2018)
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 (2018)
Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann
Classification of thread profiles for scaling application behavior. Parallel Comput. 66 (2017)
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)
Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann
Predicting Cloud Performance for HPC Applications: a User-oriented Approach. CCGrid (2017)
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) (2016)
Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann
Scaling Properties of Parallel Applications to Exascale. Int. J. Parallel Program. 44 (5) (2016)
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) (2016)
Giovanni Mariani, Andreea Anghel, Rik Jongerius, Gero Dittmann
Scaling application properties to exascale. Conf. Computing Frontiers (2015)
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) (2015)
Rik Jongerius, Giovanni Mariani, Andreea Anghel, Gero Dittmann, Erik Vermij, Henk Corporaal
Analytic processor model for fast design-space exploration. ICCD (2015)
Andreea Anghel, Laura Mihaela Vasilescu, Rik Jongerius, Gero Dittmann, Giovanni Mariani
An instrumentation approach for hardware-agnostic software characterization. Conf. Computing Frontiers (2015)
Giovanni Mariani, Gianluca Palermo, Vittorio Zaccaria, Cristina Silvano
DeSpErate: Speeding-up design space exploration by using predictive simulation scheduling. DATE (2014)
Amir Hossein Ashouri, Giovanni Mariani, Gianluca Palermo, Cristina Silvano
A Bayesian network approach for compiler auto-tuning for embedded processors. ESTIMedia (2014)
Giovanni Mariani, Gianluca Palermo, Roel Meeuws, Vlad Mihai Sima, Cristina Silvano, Koen Bertels
DRuiD: Designing reconfigurable architectures with decision-making support. ASP-DAC (2014)
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)
Giovanni Mariani, Gianluca Palermo, Vittorio Zaccaria, Cristina Silvano
Design-space exploration and runtime resource management for multicores. ACM Trans. Embed. Comput. Syst. 13 (2) (2013)
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) (2013)
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)
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) (2012)
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)
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) (2011)
Giovanni Mariani, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria
ARTE: An Application-specific Run-Time management framework for multi-core systems. SASP (2011)
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)
Giovanni Mariani, Chantal Ykman-Couvreur, Ke Zhang, Lu Zhang, Gauthier Lafruit
An Efficient Run-Time Management Methodology for Stereo Matching Application. ARCS Workshops (2010)
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)
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)
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)
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)
Giovanni Mariani, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria
Meta-model Assisted Optimization for Design Space Exploration of Multi-Processor Systems-on-Chip. DSD (2009)
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)
Giovanni Mariani, Gianluca Palermo, Cristina Silvano, Vittorio Zaccaria
Multi-processor system-on-chip Design Space Exploration based on multi-level modeling techniques. ICSAMOS (2009)
Gianluca Palermo, Giovanni Mariani, Cristina Silvano, Riccardo Locatelli, Marcello Coppola
Mapping and Topology Customization Approaches for Application-Specific STNoC Designs. ASAP (2007)
Gianluca Palermo, Giovanni Mariani, Cristina Silvano, Riccardo Locatelli, Marcello Coppola
A topology design customization approach for STNoC. Nano-Net (2007)
Gianluca Palermo, Cristina Silvano, Giovanni Mariani, Riccardo Locatelli, Marcello Coppola
Application-Specific Topology Design Customization for STNoC. DSD (2007)