Emanuele Del Sozzo

According to our database, Emanuele Del Sozzo authored at least 47 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Across Time and Space: Senju's Approach for Scaling Iterative Stencil Loop Accelerators on Single and Multiple FPGAs.

Emanuele Del Sozzo, Davide Conficconi, Kentaro Sano

ACM Trans. Reconfigurable Technol. Syst., June, 2024

Starlight: A kernel optimizer for GPU processing.

Alberto Zeni, Emanuele Del Sozzo, Eleonora D'Arnese, Davide Conficconi, Marco D. Santambrogio

J. Parallel Distributed Comput., May, 2024

Exploration of Trade-offs Between General-Purpose and Specialized Processing Elements in HPC-Oriented CGRA.

Emanuele Del Sozzo, Xinyuan Wang, Boma A. Adhi, Carlos Cortes, Jason Anderson, Kentaro Sano

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Flexible Systolic Array Platform on Virtual 2-D Multi-FPGA Plane.

Tomohiro Ueno, Emanuele Del Sozzo, Kentaro Sano

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2024

2023

Faber: A Hardware/SoftWare Toolchain for Image Registration.

Eleonora D'Arnese, Davide Conficconi, Emanuele Del Sozzo, Luigi Fusco, Donatella Sciuto, Marco Domenico Santambrogio

IEEE Trans. Parallel Distributed Syst., 2023

An Energy-Efficient Domain-Specific Architecture for Regular Expressions.

Davide Conficconi, Emanuele Del Sozzo, Filippo Carloni, Alessandro Comodi, Alberto Scolari, Marco Domenico Santambrogio

IEEE Trans. Emerg. Top. Comput., 2023

Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs.

Emanuele Del Sozzo, Davide Conficconi, Alberto Zeni, Mirko Salaris, Donatella Sciuto, Marco D. Santambrogio

ACM Comput. Surv., 2023

New Solution For a (Scaff)Old Problem: an FPGA Approach.

Alberto Zeni, Emanuele Del Sozzo, Beatrice Branchini, Lorenzo Di Tucci, Marco D. Santambrogio

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Novel Union-Find-based Decoders for Scalable Quantum Error Correction on Systolic Arrays.

Maximilian Jakob Heer, Emanuele Del Sozzo, Keisuke Fujii, Kentaro Sano

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Less for More: Reducing Intra-CGRA Connectivity for Higher Performance and Efficiency in HPC.

Boma A. Adhi, Carlos Cortes, Emanuele Del Sozzo, Tomohiro Ueno, Yiyu Tan, Takuya Kojima, Artur Podobas, Kentaro Sano

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Exploration of Compute vs. Interconnect Tradeoffs in CGRAs for HPC.

Jason Anderson, Boma A. Adhi, Carlos Cortes, Emanuele Del Sozzo, Omar Ragheb, Kentaro Sano

Proceedings of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, 2023

Journal Track Paper ICFPT 2023 : Across Time and Space: Senju's Approach for Scaling Iterative Stencil Loop Accelerators on Single and Multiple FPGAs.

Emanuele Del Sozzo, Davide Conficconi, Kentaro Sano

Proceedings of the International Conference on Field Programmable Technology, 2023

Senju: A Framework for the Design of Highly Parallel FPGA-based Iterative Stencil Loop Accelerators.

Emanuele Del Sozzo, Davide Conficconi, Marco D. Santambrogio, Kentaro Sano

Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

2022

On the Automation of Radiomics-Based Identification and Characterization of NSCLC.

Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Martina Sollini, Donatella Sciuto, Marco Domenico Santambrogio

IEEE J. Biomed. Health Informatics, 2022

A Comprehensive Methodology to Optimize FPGA Designs via the Roofline Model.

Marco Siracusa, Emanuele Del Sozzo, Marco Rabozzi, Lorenzo Di Tucci, Samuel Williams, Donatella Sciuto, Marco Domenico Santambrogio

IEEE Trans. Computers, 2022

Surfing the Wavefront of Genome Alignment.

Beatrice Branchini, Giulia Gerometta, Luisa Cicolini, Alberto Zeni, Emanuele Del Sozzo, Marco D. Santambrogio

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Large Forests and Where to "Partially" Fit Them.

Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

FPGA '21 source code release.

Davide Conficconi, Eleonora D'Arnese, Emanuele Del Sozzo, Donatella Sciuto, Marco Domenico Santambrogio

Dataset, January, 2021

Enhancing the Scalability of Multi-FPGA Stencil Computations via Highly Optimized HDL Components.

Enrico Reggiani, Emanuele Del Sozzo, Davide Conficconi, Giuseppe Natale, Carlo Moroni, Marco D. Santambrogio

ACM Trans. Reconfigurable Technol. Syst., 2021

CICERO: A Domain-Specific Architecture for Efficient Regular Expression Matching.

Daniele Parravicini, Davide Conficconi, Emanuele Del Sozzo, Christian Pilato, Marco D. Santambrogio

ACM Trans. Embed. Comput. Syst., 2021

Expertise and trade-offs in competence transfer from academia to industry: a successful case study.

Andrea Damiani, Emanuele Del Sozzo, Marco Domenico Santambrogio

Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

A Framework for Customizable FPGA-based Image Registration Accelerators.

Davide Conficconi, Eleonora D'Arnese, Emanuele Del Sozzo, Donatella Sciuto, Marco D. Santambrogio

Proceedings of the FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28, 2021

Exploiting Heterogeneous Architectures for Rigid Image Registration.

Eleonora D'Arnese, Emanuele Del Sozzo, Davide Conficconi, Marco D. Santambrogio

Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021

2020

A CAD-based methodology to optimize HLS code via the Roofline model.

Marco Siracusa, Marco Rabozzi, Emanuele Del Sozzo, Lorenzo Di Tucci, Samuel Williams, Marco D. Santambrogio

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

SmartBlackBox: Enhancing Driver's Safety Via Real-Time Machine Learning on IoT Insurance Black-Boxes.

Eliana S. Stivan, Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio

Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, 2020

2019

On how to effectively target FPGAs from domain specific tools.

Emanuele Del Sozzo

PhD thesis, 2019

Automated Design Space Exploration and Roofline Analysis for FPGA-Based HLS Applications.

Marco Siracusa, Marco Rabozzi, Emanuele Del Sozzo, Marco D. Santambrogio, Lorenzo Di Tucci

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

Automated Acceleration of Dataflow-Oriented C Applications on FPGA-Based Systems.

Francesco Peverelli, Marco Rabozzi, Salvatore Cardamone, Emanuele Del Sozzo, Alex J. W. Thom, Marco D. Santambrogio, Lorenzo Di Tucci

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code.

Riyadh Baghdadi, Jessica Ray, Malek Ben Romdhane, Emanuele Del Sozzo, Abdurrahman Akkas, Yunming Zhang, Patricia Suriana, Shoaib Kamil, Saman P. Amarasinghe

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2019

Towards an Automatic Imaging Biopsy of Non-Small Cell Lung Cancer.

Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Marco D. Santambrogio

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Speeding Up Resting State Networks Recognition via a Hardware Accelerator.

Filippo Carloni, G. Casagrande, Valentina Corbetta, A. Agostinelli, Emanuele Del Sozzo, Luca Cerina, Marco D. Santambrogio

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

Automating Lung Cancer Identification in PET/CT Imaging.

Eleonora D'Arnese, Emanuele Del Sozzo, Arturo Chiti, Tanya Y. Berger-Wolf, Marco D. Santambrogio

Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

OXiGen: A Tool for Automatic Acceleration of C Functions Into Dataflow FPGA-Based Kernels.

Francesco Peverelli, Marco Rabozzi, Emanuele Del Sozzo, Marco D. Santambrogio

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

A Scalable FPGA Design for Cloud N-Body Simulation.

Emanuele Del Sozzo, Marco Rabozzi, Lorenzo Di Tucci, Donatella Sciuto, Marco D. Santambrogio

Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

A Unified Backend for Targeting FPGAs from DSLs.

Emanuele Del Sozzo, Riyadh Baghdadi, Saman P. Amarasinghe, Marco D. Santambrogio

Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

FPGA-based PairHMM Forward Algorithm for DNA Variant Calling.

Davide Sampietro, Chiara Crippa, Lorenzo Di Tucci, Emanuele Del Sozzo, Marco D. Santambrogio

Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

Five-point algorithm: An efficient cloud-based FPGA implementation.

Marco Rabozzi, Emanuele Del Sozzo, Lorenzo Di Tucci, Marco D. Santambrogio

Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

2017

A CAD Open Platform for High Performance Reconfigurable Systems in the EXTRA Project.

Marco Rabozzi, Rolando Brondolin, Giuseppe Natale, Emanuele Del Sozzo, Michael Hübner, Andreas Brokalakis, Catalin Bogdan Ciobanu, Dirk Stroobandt, Marco Domenico Santambrogio

Proceedings of the 2017 IEEE Computer Society Annual Symposium on VLSI, 2017

A Highly Scalable and Efficient Parallel Design of N-Body Simulation on FPGA.

Emanuele Del Sozzo, Lorenzo Di Tucci, Marco D. Santambrogio

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

A Pipelined and Scalable Dataflow Implementation of Convolutional Neural Networks on FPGA.

Marco Bacis, Giuseppe Natale, Emanuele Del Sozzo, Marco Domenico Santambrogio

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

A Common Backend for Hardware Acceleration on FPGA.

Emanuele Del Sozzo, Riyadh Baghdadi, Saman P. Amarasinghe, Marco D. Santambrogio

Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

Software implementation and hardware acceleration of retinal vessel segmentation for diabetic retinopathy screening tests.

Lara Cavinato, Irene Fidone, Marco Bacis, Emanuele Del Sozzo, Gianluca C. Durelli, Marco D. Santambrogio

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Heterogeneous exascale supercomputing: The role of CAD in the exaFPGA project.

Marco Rabozzi, Giuseppe Natale, Emanuele Del Sozzo, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016

Using just-in-time code generation for transparent resource management in heterogeneous systems.

Heinrich Riebler, Gavin Vaz, Christian Plessl, Ettore M. G. Trainiti, Gianluca C. Durelli, Emanuele Del Sozzo, Marco D. Santambrogio, Cristiana Bolchini

Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016

Hardware Design Automation of Convolutional Neural Networks.

Andrea Solazzo, Emanuele Del Sozzo, Irene De Rose, Matteo De Silvestri, Gianluca C. Durelli, Marco D. Santambrogio

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

On the Automation of High Level Synthesis of Convolutional Neural Networks.

Emanuele Del Sozzo, Andrea Solazzo, Antonio Miele, Marco D. Santambrogio

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Workload-aware power optimization strategy for asymmetric multiprocessors.

Emanuele Del Sozzo, Gianluca C. Durelli, E. M. G. Trainiti, Antonio Miele, Marco D. Santambrogio, Cristiana Bolchini

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016