Emanuele Del Sozzo

48 papers A 7C 3Misc 2Journal 11Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	How Much Progress Has There Been in NVIDIA Datacenter GPUs? CoRR Emanuele Del Sozzo, Martin Fleming, Kenneth Flamm, Neil Thompson
2024	J	`jnl`	Across Time and Space: Senju's Approach for Scaling Iterative Stencil Loop Accelerators on Single and Multiple FPGAs. ACM Trans. Reconfigurable Technol. Syst. Emanuele Del Sozzo, Davide Conficconi, Kentaro Sano
2024	A	`conf`	Exploration of Trade-offs Between General-Purpose and Specialized Processing Elements in HPC-Oriented CGRA. IPDPS Emanuele Del Sozzo, Xinyuan Wang, Boma A. Adhi, Carlos Cortes, Jason Anderson, Kentaro Sano
2024	C	`conf`	Flexible Systolic Array Platform on Virtual 2-D Multi-FPGA Plane. HPC Asia Tomohiro Ueno, Emanuele Del Sozzo, Kentaro Sano
2024	J	`jnl`	Starlight: A kernel optimizer for GPU processing. J. Parallel Distributed Comput. Alberto Zeni, Emanuele Del Sozzo, Eleonora D'Arnese, Davide Conficconi, Marco D. Santambrogio
2023	J	`jnl`	An Energy-Efficient Domain-Specific Architecture for Regular Expressions. IEEE Trans. Emerg. Top. Comput. Davide Conficconi, Emanuele Del Sozzo, Filippo Carloni, Alessandro Comodi, Alberto Scolari, Marco Domenico Santambrogio
2023	—	`conf`	Exploration of Compute vs. Interconnect Tradeoffs in CGRAs for HPC. HEART Jason Anderson, Boma A. Adhi, Carlos Cortes, Emanuele Del Sozzo, Omar Ragheb, Kentaro Sano
2023	J	`jnl`	Faber: A Hardware/SoftWare Toolchain for Image Registration. IEEE Trans. Parallel Distributed Syst. Eleonora D'Arnese, Davide Conficconi, Emanuele Del Sozzo, Luigi Fusco, Donatella Sciuto, Marco Domenico Santambrogio
2023	—	`conf`	Journal Track Paper ICFPT 2023 : Across Time and Space: Senju's Approach for Scaling Iterative Stencil Loop Accelerators on Single and Multiple FPGAs. ICFPT Emanuele Del Sozzo, Davide Conficconi, Kentaro Sano
2023	—	`conf`	Less for More: Reducing Intra-CGRA Connectivity for Higher Performance and Efficiency in HPC. IPDPS Workshops Boma A. Adhi, Carlos Cortes, Emanuele Del Sozzo, Tomohiro Ueno, Yiyu Tan, Takuya Kojima, Artur Podobas, Kentaro Sano
2023	—	`conf`	New Solution For a (Scaff)Old Problem: an FPGA Approach. IPDPS Workshops Alberto Zeni, Emanuele Del Sozzo, Beatrice Branchini, Lorenzo Di Tucci, Marco D. Santambrogio
2023	—	`conf`	Novel Union-Find-based Decoders for Scalable Quantum Error Correction on Systolic Arrays. IPDPS Workshops Maximilian Jakob Heer, Emanuele Del Sozzo, Keisuke Fujii, Kentaro Sano
2023	J	`jnl`	Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs. ACM Comput. Surv. Emanuele Del Sozzo, Davide Conficconi, Alberto Zeni, Mirko Salaris, Donatella Sciuto, Marco D. Santambrogio
2023	A	`conf`	Senju: A Framework for the Design of Highly Parallel FPGA-based Iterative Stencil Loop Accelerators. FPGA Emanuele Del Sozzo, Davide Conficconi, Marco D. Santambrogio, Kentaro Sano
2022	J	`jnl`	A Comprehensive Methodology to Optimize FPGA Designs via the Roofline Model. IEEE Trans. Computers Marco Siracusa, Emanuele Del Sozzo, Marco Rabozzi, Lorenzo Di Tucci, Samuel Williams, Donatella Sciuto, Marco Domenico Santambrogio
2022	—	`conf`	Large Forests and Where to "Partially" Fit Them. ASP-DAC Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio
2022	J	`jnl`	On the Automation of Radiomics-Based Identification and Characterization of NSCLC. IEEE J. Biomed. Health Informatics Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Martina Sollini, Donatella Sciuto, Marco Domenico Santambrogio
2022	C	`conf`	Surfing the Wavefront of Genome Alignment. ISCAS Beatrice Branchini, Giulia Gerometta, Luisa Cicolini, Alberto Zeni, Emanuele Del Sozzo, Marco D. Santambrogio
2021	A	`conf`	A Framework for Customizable FPGA-based Image Registration Accelerators. FPGA Davide Conficconi, Eleonora D'Arnese, Emanuele Del Sozzo, Donatella Sciuto, Marco D. Santambrogio
2021	J	`jnl`	CICERO: A Domain-Specific Architecture for Efficient Regular Expression Matching. ACM Trans. Embed. Comput. Syst. Daniele Parravicini, Davide Conficconi, Emanuele Del Sozzo, Christian Pilato, Marco D. Santambrogio
2021	J	`jnl`	Enhancing the Scalability of Multi-FPGA Stencil Computations via Highly Optimized HDL Components. ACM Trans. Reconfigurable Technol. Syst. Enrico Reggiani, Emanuele Del Sozzo, Davide Conficconi, Giuseppe Natale, Carlo Moroni, Marco D. Santambrogio
2021	—	`conf`	Expertise and trade-offs in competence transfer from academia to industry: a successful case study. RTSI Andrea Damiani, Emanuele Del Sozzo, Marco Domenico Santambrogio
2021	—	`conf`	Exploiting Heterogeneous Architectures for Rigid Image Registration. BioCAS Eleonora D'Arnese, Emanuele Del Sozzo, Davide Conficconi, Marco D. Santambrogio
2020	A	`conf`	A CAD-based methodology to optimize HLS code via the Roofline model. ICCAD Marco Siracusa, Marco Rabozzi, Emanuele Del Sozzo, Lorenzo Di Tucci, Samuel Williams, Marco D. Santambrogio
2020	—	`conf`	SmartBlackBox: Enhancing Driver's Safety Via Real-Time Machine Learning on IoT Insurance Black-Boxes. GCAIoT Eliana S. Stivan, Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio
2019	Misc	`conf`	Automated Acceleration of Dataflow-Oriented C Applications on FPGA-Based Systems. FCCM Francesco Peverelli, Marco Rabozzi, Salvatore Cardamone, Emanuele Del Sozzo, Alex J. W. Thom, Marco D. Santambrogio, Lorenzo Di Tucci
2019	Misc	`conf`	Automated Design Space Exploration and Roofline Analysis for FPGA-Based HLS Applications. FCCM Marco Siracusa, Marco Rabozzi, Emanuele Del Sozzo, Marco D. Santambrogio, Lorenzo Di Tucci
2019	—	`—`	On how to effectively target FPGAs from domain specific tools. Emanuele Del Sozzo
2019	—	`conf`	Speeding Up Resting State Networks Recognition via a Hardware Accelerator. BHI Filippo Carloni, Giada Casagrande, Valentina Corbetta, Andrea Agostinelli, Emanuele Del Sozzo, Luca Cerina, Marco D. Santambrogio
2019	A	`conf`	Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code. CGO Riyadh Baghdadi, Jessica Ray, Malek Ben Romdhane, Emanuele Del Sozzo, Abdurrahman Akkas, Yunming Zhang, Patricia Suriana, Shoaib Kamil, Saman P. Amarasinghe
2019	—	`conf`	Towards an Automatic Imaging Biopsy of Non-Small Cell Lung Cancer. BHI Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Marco D. Santambrogio
2018	—	`conf`	A Scalable FPGA Design for Cloud N-Body Simulation. ASAP Emanuele Del Sozzo, Marco Rabozzi, Lorenzo Di Tucci, Donatella Sciuto, Marco D. Santambrogio
2018	—	`conf`	A Unified Backend for Targeting FPGAs from DSLs. ASAP Emanuele Del Sozzo, Riyadh Baghdadi, Saman P. Amarasinghe, Marco D. Santambrogio
2018	—	`conf`	Automating Lung Cancer Identification in PET/CT Imaging. RTSI Eleonora D'Arnese, Emanuele Del Sozzo, Arturo Chiti, Tanya Y. Berger-Wolf, Marco D. Santambrogio
2018	—	`conf`	FPGA-based PairHMM Forward Algorithm for DNA Variant Calling. ASAP Davide Sampietro, Chiara Crippa, Lorenzo Di Tucci, Emanuele Del Sozzo, Marco D. Santambrogio
2018	—	`conf`	Five-point algorithm: An efficient cloud-based FPGA implementation. ASAP Marco Rabozzi, Emanuele Del Sozzo, Lorenzo Di Tucci, Marco D. Santambrogio
2018	—	`conf`	OXiGen: A Tool for Automatic Acceleration of C Functions Into Dataflow FPGA-Based Kernels. IPDPS Workshops Francesco Peverelli, Marco Rabozzi, Emanuele Del Sozzo, Marco D. Santambrogio
2018	J	`jnl`	Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code. CoRR Riyadh Baghdadi, Jessica Ray, Malek Ben Romdhane, Emanuele Del Sozzo, Abdurrahman Akkas, Yunming Zhang, Patricia Suriana, Shoaib Kamil, Saman P. Amarasinghe
2017	—	`conf`	A CAD Open Platform for High Performance Reconfigurable Systems in the EXTRA Project. ISVLSI Marco Rabozzi, Rolando Brondolin, Giuseppe Natale, Emanuele Del Sozzo, Michael Hübner, Andreas Brokalakis, Catalin Bogdan Ciobanu, Dirk Stroobandt, Marco Domenico Santambrogio
2017	C	`conf`	A Common Backend for Hardware Acceleration on FPGA. ICCD Emanuele Del Sozzo, Riyadh Baghdadi, Saman P. Amarasinghe, Marco D. Santambrogio
2017	—	`conf`	A Highly Scalable and Efficient Parallel Design of N-Body Simulation on FPGA. IPDPS Workshops Emanuele Del Sozzo, Lorenzo Di Tucci, Marco D. Santambrogio
2017	—	`conf`	A Pipelined and Scalable Dataflow Implementation of Convolutional Neural Networks on FPGA. IPDPS Workshops Marco Bacis, Giuseppe Natale, Emanuele Del Sozzo, Marco Domenico Santambrogio
2017	A	`conf`	Heterogeneous exascale supercomputing: The role of CAD in the exaFPGA project. DATE Marco Rabozzi, Giuseppe Natale, Emanuele Del Sozzo, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio
2017	—	`conf`	Software implementation and hardware acceleration of retinal vessel segmentation for diabetic retinopathy screening tests. EMBC Lara Cavinato, Irene Fidone, Marco Bacis, Emanuele Del Sozzo, Gianluca C. Durelli, Marco D. Santambrogio
2016	—	`conf`	Hardware Design Automation of Convolutional Neural Networks. ISVLSI Andrea Solazzo, Emanuele Del Sozzo, Irene De Rose, Matteo De Silvestri, Gianluca C. Durelli, Marco D. Santambrogio
2016	—	`conf`	On the Automation of High Level Synthesis of Convolutional Neural Networks. IPDPS Workshops Emanuele Del Sozzo, Andrea Solazzo, Antonio Miele, Marco D. Santambrogio
2016	—	`conf`	Using just-in-time code generation for transparent resource management in heterogeneous systems. RTSI Heinrich Riebler, Gavin Vaz, Christian Plessl, Ettore M. G. Trainiti, Gianluca C. Durelli, Emanuele Del Sozzo, Marco D. Santambrogio, Cristiana Bolchini
2016	A	`conf`	Workload-aware power optimization strategy for asymmetric multiprocessors. DATE Emanuele Del Sozzo, Gianluca C. Durelli, E. M. G. Trainiti, Antonio Miele, Marco D. Santambrogio, Cristiana Bolchini