Mapping and Topology Customization Approaches for Application-Specific STNoC Designs. - Gianluca Palermo; Giovanni Mariani; Cristina Silvano; Riccardo Locatelli; Marcello Coppola (ASAP, 2007)

Application-Specific Topology Design Customization for STNoC. - Gianluca Palermo; Cristina Silvano; Giovanni Mariani; Riccardo Locatelli; Marcello Coppola (DSD, 2007)

A topology design customization approach for STNoC. - Gianluca Palermo; Giovanni Mariani; Cristina Silvano; Riccardo Locatelli; Marcello Coppola (Nano-Net, 2007)

Meta-model Assisted Optimization for Design Space Exploration of Multi-Processor Systems-on-Chip. - Giovanni Mariani; Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria (DSD, 2009)

Multi-processor system-on-chip Design Space Exploration based on multi-level modeling techniques. - Giovanni Mariani; Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria (ICSAMOS, 2009)

A design space exploration methodology supporting run-time resource management for multi-processor Systems-on-chip. - Giovanni Mariani; Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria (SASP, 2009)

An Efficient Run-Time Management Methodology for Stereo Matching Application. - Giovanni Mariani; Chantal Ykman-Couvreur; Ke Zhang 012; Lu Zhang 018; Gauthier Lafruit (ARCS Workshops, 2010)

Multicube Explorer: An Open Source Framework for Design Space Exploration of Chip Multi-Processors. - Vittorio Zaccaria; Gianluca Palermo; Fabrizio Castro; Cristina Silvano; Giovanni Mariani (ARCS Workshops, 2010)

A correlation-based design space exploration methodology for multi-processor systems-on-chip. - Giovanni Mariani; Aleksandar Brankovic; Gianluca Palermo; Jovana Jovic; Vittorio Zaccaria; Cristina Silvano (DAC, 2010)

An industrial design space exploration framework for supporting run-time resource management on multi-core systems. - Giovanni Mariani; Prabhat Avasare; Geert Vanmeerbeeck; Chantal Ykman-Couvreur; Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria (DATE, 2010)

MULTICUBE: Multi-Objective Design Space Exploration of Multi-Core Architectures. - 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; et al. (ISVLSI (Selected papers), 2010)

Design Space Exploration Supporting Run-Time Resource Management. - Prabhat Avasare; Chantal Ykman-Couvreur; Geert Vanmeerbeeck; Giovanni Mariani; Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria (Multi-objective Design Space Exploration of Multiprocessor SoC Architectures, 2011)

Design Space Exploration of Parallel Architectures. - Carlos Kavka; Luka Onesti; Enrico Rigoni; Alessandro Turco; Sara Bocchio; Fabrizio Castro; Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria; Giovanni Mariani; Dongrui Fan; Hao Zhang 009; et al. (Multi-objective Design Space Exploration of Multiprocessor SoC Architectures, 2011)

Design Space Exploration for Run-Time Management of a Reconfigurable System for Video Streaming. - Giovanni Mariani; Chantal Ykman-Couvreur; Prabhat Avasare; Geert Vanmeerbeeck; Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria (Multi-objective Design Space Exploration of Multiprocessor SoC Architectures, 2011)

Response Surface Modeling for Design Space Exploration of Embedded System. - Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria; Enrico Rigoni; Carlos Kavka; Alessandro Turco; Giovanni Mariani (Multi-objective Design Space Exploration of Multiprocessor SoC Architectures, 2011)

Optimization Algorithms for Design Space Exploration of Embedded Systems. - Enrico Rigoni; Carlos Kavka; Alessandro Turco; Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria; Giovanni Mariani (Multi-objective Design Space Exploration of Multiprocessor SoC Architectures, 2011)

The MULTICUBE Design Flow. - 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; et al. (Multi-objective Design Space Exploration of Multiprocessor SoC Architectures, 2011)

ARTE: An Application-specific Run-Time management framework for multi-core systems. - Giovanni Mariani; Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria (SASP, 2011)

Linking run-time resource management of embedded multi-core platforms with automated design-time exploration. - Chantal Ykman-Couvreur; Prabhat Avasare; Giovanni Mariani; Gianluca Palermo; Cristina Silvano; Vittorio Zaccaria (IET Comput. Digit. Tech., 2011)

Evaluating Run-time Resource Management Policies for Multi-core Embedded Platforms with the EMME Evaluation Framework. - Giovanni Mariani; Gianluca Palermo; Vittorio Zaccaria; Cristina Silvano (ARCS Workshops, 2012)

Using multi-objective design space exploration to enable run-time resource management for reconfigurable architectures. - Giovanni Mariani; Vlad Mihai Sima; Gianluca Palermo; Vittorio Zaccaria; Cristina Silvano; Koen Bertels (DATE, 2012)

OSCAR: An Optimization Methodology Exploiting Spatial Correlation in Multicore Design Spaces. - Giovanni Mariani; Gianluca Palermo; Vittorio Zaccaria; Cristina Silvano (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012)

Run-time optimization of a dynamically reconfigurable embedded system through performance prediction. - Giovanni Mariani; Vlad Mihai Sima; Gianluca Palermo; Vittorio Zaccaria; Giacomo Marchiori; Cristina Silvano; Koen Bertels (FPL, 2013)

ARTE: An Application-specific Run-Time managEment framework for multi-cores based on queuing models. - Giovanni Mariani; Gianluca Palermo; Vittorio Zaccaria; Cristina Silvano (Parallel Comput., 2013)

Design-space exploration and runtime resource management for multicores. - Giovanni Mariani; Gianluca Palermo; Vittorio Zaccaria; Cristina Silvano (ACM Trans. Embed. Comput. Syst., 2013)

DRuiD: Designing reconfigurable architectures with decision-making support. - Giovanni Mariani; Gianluca Palermo; Roel Meeuws; Vlad Mihai Sima; Cristina Silvano; Koen Bertels (ASP-DAC, 2014)

DeSpErate: Speeding-up design space exploration by using predictive simulation scheduling. - Giovanni Mariani; Gianluca Palermo; Vittorio Zaccaria; Cristina Silvano (DATE, 2014)

A Bayesian network approach for compiler auto-tuning for embedded processors. - Amir Hossein Ashouri; Giovanni Mariani; Gianluca Palermo; Cristina Silvano (ESTIMedia, 2014)

Scaling application properties to exascale. - Giovanni Mariani; Andreea Anghel; Rik Jongerius; Gero Dittmann (Conf. Computing Frontiers, 2015)

Analytic processor model for fast design-space exploration. - Rik Jongerius; Giovanni Mariani; Andreea Anghel; Gero Dittmann; Erik Vermij; Henk Corporaal (ICCD, 2015)

DeSpErate++: An Enhanced Design Space Exploration Framework Using Predictive Simulation Scheduling. - Giovanni Mariani; Gianluca Palermo; Vittorio Zaccaria; Cristina Silvano (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015)

An Instrumentation Approach for Hardware-Agnostic Software Characterization. - Andreea Anghel; Laura Mihaela Vasilescu; Giovanni Mariani; Rik Jongerius; Gero Dittmann (Int. J. Parallel Program., 2016)

Scaling Properties of Parallel Applications to Exascale. - Giovanni Mariani; Andreea Anghel; Rik Jongerius; Gero Dittmann (Int. J. Parallel Program., 2016)

COBAYN: Compiler Autotuning Framework Using Bayesian Networks. - Amir Hossein Ashouri; Giovanni Mariani; Gianluca Palermo; Eunjung Park; John Cavazos; Cristina Silvano (ACM Trans. Archit. Code Optim., 2016)

Predicting Cloud Performance for HPC Applications: a User-oriented Approach. - Giovanni Mariani; Andreea Anghel; Rik Jongerius; Gero Dittmann (CCGrid, 2017)

MeSAP: A fast analytic power model for DRAM memories. - Sandeep Poddar; Rik Jongerius; Leandro Fiorin; Giovanni Mariani; Gero Dittmann; Andreea Anghel; Henk Corporaal (DATE, 2017)

Classification of thread profiles for scaling application behavior. - Giovanni Mariani; Andreea Anghel; Rik Jongerius; Gero Dittmann (Parallel Comput., 2017)

BAGAN: Data Augmentation with Balancing GAN. - Giovanni Mariani; Florian Scheidegger; Roxana Istrate; Costas Bekas; A. Cristiano I. Malossi (CoRR, 2018)

Predicting cloud performance for HPC applications before deployment. - Giovanni Mariani; Andreea Anghel; Rik Jongerius; Gero Dittmann (Future Gener. Comput. Syst., 2018)

Analytic Multi-Core Processor Model for Fast Design-Space Exploration. - Rik Jongerius; Andreea Anghel; Gero Dittmann; Giovanni Mariani; Erik Vermij; Henk Corporaal (IEEE Trans. Computers, 2018)

TAPAS: Train-Less Accuracy Predictor for Architecture Search. - Roxana Istrate; Florian Scheidegger; Giovanni Mariani; Dimitrios S. Nikolopoulos; Constantine Bekas; Adelmo Cristiano Innocenza Malossi (AAAI, 2019)

NAPEL: Near-Memory Computing Application Performance Prediction via Ensemble Learning. - Gagandeep Singh 002; Juan Gómez-Luna; Giovanni Mariani; Geraldo F. Oliveira; Stefano Corda; Sander Stuijk; Onur Mutlu; Henk Corporaal (DAC, 2019)

NeuNetS: An Automated Synthesis Engine for Neural Network Design. - 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; et al. (CoRR, 2019)

FloatX: A C++ Library for Customized Floating-Point Arithmetic. - Goran Flegar; Florian Scheidegger; Vedran Novakovic; Giovanni Mariani; Andrés E. Tomás; A. Cristiano I. Malossi; Enrique S. Quintana-Ortí (ACM Trans. Math. Softw., 2019)

Evolutionary Algorithm with Non-parametric Surrogate Model for Tensor Program optimization. - Ioannis Gatopoulos; Romain Lepert; Auke J. Wiggers; Giovanni Mariani; Jakub M. Tomczak (CEC, 2020)

BEAT: Balance Evaluation Automated Testbed for the standardization of balance assessment in human wearing exoskeleton. - Juri Taborri; Stefano Salvatori; Giovanni Mariani; Stefano Rossi; Fabrizio Patanè (MetroInd4.0&IoT, 2020)

Mixed-precision deep learning based on computational memory. - 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 001; Bipin Rajendran; et al. (CoRR, 2020)

Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces. - Bert Moons; Parham Noorzad; Andrii Skliar; Giovanni Mariani; Dushyant Mehta; Chris Lott; Tijmen Blankevoort (ICCV, 2021)

Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy. - Florian Scheidegger; Roxana Istrate; Giovanni Mariani; Luca Benini; Costas Bekas; A. Cristiano I. Malossi (Vis. Comput., 2021)

RANK - Robotic Ankle: Design and testing on irregular terrains. - Juri Taborri; Ilaria Mileti; Giovanni Mariani; Luca Mattioli; Lorenzo Liguori; Stefano Salvatori; Eduardo Palermo; Fabrizio Patanè; Stefano Rossi (IROS, 2022)

Design and characterization of a smart fabric sensor to recognize human intention for robotic applications. - Giovanni Mariani; Juri Taborri; Ilaria Mileti; Giacomo Bagordo; Eduardo Palermo; Fabrizio Patanè; Stefano Rossi (MetroInd4.0& IoT, 2022)

Transparency Evaluation of SIDE Exoskeleton: A Preliminary Study for Haptic VR Training. - Luca Mattioli; Giovanni Mariani; Juri Taborri; Ilaria Mileti; Giuseppe Di Gironimo; Antonio Lanzotti; Alessandra Ferraro; Marco Pirozzi; Luciano Di Donato; Vincenzo Ronca; Pietro Aricò; Fabrizio Patanè; et al. (MeMeA, 2025)

Evaluation of an Experimental Procedure to Calibrate In Situ an Instrumented Glove for Measuring Biomechanical Overloads. - Juri Taborri; Giovanni Mariani; Stefano Rossi (IEEE Trans. Instrum. Meas., 2025)