Marco D. Santambrogio

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 167

Top Venues

Publications

Ian Di Dio Lavore, Davide Maffi, Marco Arnaboldi, Arnaud Delamare, Daniele Bonetta, Marco D. Santambrogio
GrOUT: Transparent Scale-Out to Overcome UVM's Oversubscription Slowdowns. IPDPS (Workshops) (2024)
Federico Valentino, Beatrice Branchini, Davide Conficconi, Donatella Sciuto, Marco D. Santambrogio
An Accurate Union Find Decoder for Quantum Error Correction on the Toric Code. IPDPS (Workshops) (2024)
Alessandro Verosimile, Alessandro Tierno, Andrea Damiani, Marco D. Santambrogio
YoseUe: "trimming" Random Forest's training towards resource-constrained inference. ASPDAC (2024)
Jürgen Becker, Zhenman Fang, Viktor K. Prasanna, Marco D. Santambrogio, Ramachandran Vaidyanathan
31st Reconfigurable Architectures Workshop (RAW 2024). IPDPS (Workshops) (2024)
Ian Di Dio Lavore, Vito Giovanni Castellana, John Feo, Marco D. Santambrogio
Exploring Architectural-Aware Affinity Policies in Modern HPC Runtimes. PEARC (2024)
Luisa Cicolini, Filippo Carloni, Marco D. Santambrogio, Davide Conficconi
One Automaton to Rule Them All: Beyond Multiple Regular Expressions Execution. CGO (2024)
Alberto Zeni, Emanuele Del Sozzo, Eleonora D'Arnese, Davide Conficconi, Marco D. Santambrogio
Starlight: A kernel optimizer for GPU processing. J. Parallel Distributed Comput. 187 (2024)
Marco Venere, Valentino Guerrini, Beatrice Branchini, Davide Conficconi, Donatella Sciuto, Marco D. Santambrogio
Towards the Acceleration of the Sparse Blossom Algorithm for Quantum Error Correction. IPDPS (Workshops) (2024)
Raffaele Berzoini, Eleonora D'Arnese, Davide Conficconi, Marco D. Santambrogio
NERONE: The Fast Way to Efficiently Execute Your Deep Learning Algorithm at the Edge. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Luca Drole, Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio
Towards a Lightweight 2D U-Net for Accurate Semantic Segmentation of Kidney Tumors in Abdominal CT Images. EUROCON (2023)
Emanuele Del Sozzo, Davide Conficconi, Marco D. Santambrogio, Kentaro Sano
Senju: A Framework for the Design of Highly Parallel FPGA-based Iterative Stencil Loop Accelerators. FPGA (2023)
Carolina Salvade, Virginia Tasso, Filippo Carloni, Marco D. Santambrogio
Improving Sleep Quality Through an Arduino-Based Environment Sleep Monitoring System. EUROCON (2023)
Giuseppe Sorrentino, Marco Venere, Eleonora D'Arnese, Davide Conficconi, Isabella Poles, Marco D. Santambrogio
ATHENA: a GPU-based Framework for Biomedical 3D Rigid Image Registration. BioCAS (2023)
Filippo Carloni, Leonardo Panseri, Davide Conficconi, Mattia Sironi, Marco D. Santambrogio
Enabling Efficient Regular Expression Matching at the Edge through Domain-Specific Architectures. IPDPS Workshops (2023)
Lorenzo Bianchi, Erica Espinosa, Jacopo Lazzari, Riccardo Asnaghi, Isabella Poles, Letizia Clementi, Marco D. Santambrogio
Rethinking Theta/Beta Ratio in ADHD through Functional Data Analysis. EMBC (2023)
Alberto Zeni, Guido Walter Di Donato, Alessia Della Valle, Filippo Carloni, Marco D. Santambrogio
On the Genome Sequence Alignment FPGA Acceleration via KSW2z. ISCAS (2023)
Marco Venere, Giuseppe Sorrentino, Beatrice Branchini, Davide Conficconi, Elisabetta Di Nitto, Donatella Sciuto, Marco D. Santambrogio
On the Design and Characterization of Set Packing Problem on Quantum Annealers. EUROCON (2023)
Giulia Gerometta, Alberto Zeni, Marco D. Santambrogio
TSUNAMI: A GPU Implementation of the WFA Algorithm. PACT (2023)
Isabella Poles, Eleonora D'Arnese, Federica Buccino, Laura Maria Vergani, Marco D. Santambrogio
Towards an Informed CNN for Bone SR-microCT Image Classification with an Unsupervised Patched-based Image Clustering. EMBC (2023)
Alberto Zeni, Emanuele Del Sozzo, Beatrice Branchini, Lorenzo Di Tucci, Marco D. Santambrogio
New Solution For a (Scaff)Old Problem: an FPGA Approach. IPDPS Workshops (2023)
Isabella Poles, Eleonora D'Arnese, Federica Buccino, Laura Maria Vergani, Marco D. Santambrogio
On How to Unravel Bone Microscale Phenomena: A Mask-Guided Attention SR-microCT Image Classification Approach. BHI (2023)
Beatrice Branchini, Davide Conficconi, Donatella Sciuto, Marco D. Santambrogio
The Hitchhiker's Guide to FPGA-Accelerated Quantum Error Correction. QCE (2023)
Filippo Carloni, Davide Conficconi, Ilaria Moschetto, Marco D. Santambrogio
YARB: a Methodology to Characterize Regular Expression Matching on Heterogeneous Systems. ISCAS (2023)
Emanuele Del Sozzo, Davide Conficconi, Alberto Zeni, Mirko Salaris, Donatella Sciuto, Marco D. Santambrogio
Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs. ACM Comput. Surv. 55 (5) (2023)
Lorenzo Veronese, Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio
Stain Transfer using CycleGAN for Histopathological Images. EUROCON (2023)
Beatrice Branchini, Davide Conficconi, Francesco Peverelli, Donatella Sciuto, Marco D. Santambrogio
A Bird's Eye View on Quantum Computing: Current and Future Trends. EUROCON (2023)
Beatrice Branchini, Giulia Gerometta, Luisa Cicolini, Alberto Zeni, Emanuele Del Sozzo, Marco D. Santambrogio
Surfing the Wavefront of Genome Alignment. ISCAS (2022)
Andrea Damiani, Giorgia Fiscaletti, Marco Bacis, Rolando Brondolin, Marco D. Santambrogio
BlastFunction: A Full-stack Framework Bringing FPGA Hardware Acceleration to Cloud-native Applications. ACM Trans. Reconfigurable Technol. Syst. 15 (2) (2022)
Francesco Sgherzi, Alberto Parravicini, Marco D. Santambrogio
A Mixed Precision, Multi-GPU Design for Large-scale Top-K Sparse Eigenproblems. ISCAS (2022)
Andrea Damiani, Marco Rabozzi, Kaixi Matteo Chen, Lorenzo Di Tucci, Marco D. Santambrogio
From Distributed Sensing to Virtual Sensors: a Domain-Specific Language for Reactive Centralized Edge-Fog-Cloud Computation. EUC (2022)
Mattia Surricchio, Andrea Damiani, Marco D. Santambrogio
Obstruction simulation in real-time 3D audio on edge systems. EUC (2022)
Beatrice Branchini, Sofia Breschi, Alberto Zeni, Marco D. Santambrogio
Fast Genome Analysis Leveraging Exact String Matching. IPDPS Workshops (2022)
Benedetta Bolis, Lorenzo Fratini, Mirko Salaris, Marco D. Santambrogio
GRETA: erGonomic stREss Tracking pAd. ISCC (2022)
Jürgen Becker, Lana Josipovic, Viktor K. Prasanna, Marco D. Santambrogio, Ramachandran Vaidyanathan
29th Reconfigurable Architectures Workshop (RAW 2022). IPDPS Workshops (2022)
Jacopo Lazzari, Riccardo Asnaghi, Letizia Clementi, Marco D. Santambrogio
Math Skills: a New Look from Functional Data Analysis. EMBC (2022)
Irene Canavesi, Eleonora D'Arnese, Sara Caramaschi, Marco D. Santambrogio
Lung Cancer Identification via Deep Learning: A Multi-Stage Workflow. ISBI (2022)
Raffaele Berzoini, Aurora A. Colombo, Susanna Bardini, Antonello Conelli, Eleonora D'Arnese, Marco D. Santambrogio
An Optimized U-Net for Unbalanced Multi-Organ Segmentation. EMBC (2022)
Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio
Large Forests and Where to "Partially" Fit Them. ASP-DAC (2022)
Alberto Zeni, Guido Walter Di Donato, Lorenzo Di Tucci, Marco Rabozzi, Marco D. Santambrogio
The Importance of Being X-Drop: High Performance Genome Alignment on Reconfigurable Hardware. FCCM (2021)
Alberto Parravicini, Francesco Sgherzi, Marco D. Santambrogio
A reduced-precision streaming SpMV architecture for Personalized PageRank on FPGA. ASP-DAC (2021)
Daniele Paletti, Davide Conficconi, Marco D. Santambrogio
Dovado: An Open-Source Design Space Exploration Framework. IPDPS Workshops (2021)
Armando Bellante, Letizia Bergamasco, Ana Bogdanovic, Noemi Gozzi, Lorenzo Gecchelin, Moaad Khamlich, Anisia Lauditi, Eleonora D'Arnese, Marco D. Santambrogio
EMoCy: Towards Physiological Signals-Based Stress Detection. BHI (2021)
Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio
An Automatic Active Contour Approach to Segment Retinal Blood Vessels. RTSI (2021)
Angelica Sofia Valeriani, Guido Walter Di Donato, Marco D. Santambrogio
Exploring the Runtime Performance of Knowledge Graph Embedding Methods. RTSI (2021)
Alberto Zeni, Kenneth O'Brien, Michaela Blott, Marco D. Santambrogio
Optimized Implementation of the HPCG Benchmark on Reconfigurable Hardware. Euro-Par (2021)
Alberto Parravicini, Arnaud Delamare, Marco Arnaboldi, Marco D. Santambrogio
DAG-based Scheduling with Resource Sharing for Multi-task Applications in a Polyglot GPU Runtime. IPDPS (2021)
Eleonora D'Arnese, Emanuele Del Sozzo, Davide Conficconi, Marco D. Santambrogio
Exploiting Heterogeneous Architectures for Rigid Image Registration. BioCAS (2021)
Enrico Reggiani, Emanuele Del Sozzo, Davide Conficconi, Giuseppe Natale, Carlo Moroni, Marco D. Santambrogio
Enhancing the Scalability of Multi-FPGA Stencil Computations via Highly Optimized HDL Components. ACM Trans. Reconfigurable Technol. Syst. 14 (3) (2021)
Francesco Sgherzi, Alberto Parravicini, Marco Siracusa, Marco D. Santambrogio
Solving Large Top-K Graph Eigenproblems with a Memory and Compute-optimized FPGA Design. FCCM (2021)
Alberto Parravicini, Luca Giuseppe Cellamare, Marco Siracusa, Marco D. Santambrogio
Scaling up HBM Efficiency of Top-K SpMV for Approximate Embedding Similarity on FPGAs. DAC (2021)
Vera Maioli, Letizia Clementi, Marco D. Santambrogio
Sex Differences in the ECG Interpretation: a Functional Data Analysis Perspective. RTSI (2021)
Edoardo Ramalli, Alberto Parravicini, Guido Walter Di Donato, Mirko Salaris, Céline Hudelot, Marco D. Santambrogio
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding. BioCAS (2021)
Davide Conficconi, Eleonora D'Arnese, Emanuele Del Sozzo, Donatella Sciuto, Marco D. Santambrogio
A Framework for Customizable FPGA-based Image Registration Accelerators. FPGA (2021)
Letizia Clementi, Caterina Gregorio, Laura Savaré, Francesca Ieva, Marco D. Santambrogio, Laura M. Sangalli
A Functional Data Analysis Approach to Left Ventricular Remodeling Assessment. EMBC (2021)
Daniele Parravicini, Davide Conficconi, Emanuele Del Sozzo, Christian Pilato, Marco D. Santambrogio
CICERO: A Domain-Specific Architecture for Efficient Regular Expression Matching. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Guido Walter Di Donato, Andrea Damiani, Alberto Parravicini, Enea Bionda, Francesca Soldan, Carlo Tornelli, Marco D. Santambrogio
Towards Graph Machine Learning for Smart Grid Knowledge Graphs in Industrial Scenarios. RTSI (2021)
Nicolas Racchi, Alberto Parravicini, Guido Walter Di Donato, Marco D. Santambrogio
Fraud Prevention and Detection on Heterogeneous Information Networks with Deep Graph Infomax. RTSI (2021)
Benedetta Bolis, Mauro Famà, Mirko Salaris, Marco D. Santambrogio
A Practical Account of Designing a Support Tool for an Educational Experience. RTSI (2021)
Lorenzo Farinelli, Daniele Valentino De Vincenti, Andrea Damiani, Luca Stornaiuolo, Rolando Brondolin, Marco D. Santambrogio, Donatella Sciuto
Plaster: an Embedded FPGA-based Cluster Orchestrator for Accelerated Distributed Algorithms. IPDPS Workshops (2021)
Eliana S. Stivan, Andrea Damiani, Emanuele Del Sozzo, Marco D. Santambrogio
SmartBlackBox: Enhancing Driver's Safety Via Real-Time Machine Learning on IoT Insurance Black-Boxes. GCAIoT (2020)
Rolando Brondolin, Marco D. Santambrogio
PRESTO: a latency-aware power-capping orchestrator for cloud-native microservices. ACSOS (2020)
Alberto Zeni, Giulia Guidi, Marquita Ellis, Nan Ding, Marco D. Santambrogio, Steven A. Hofmeyr, Aydin Buluç, Leonid Oliker, Katherine A. Yelick
LOGAN: High-Performance GPU-Based X-Drop Long-Read Alignment. CoRR (2020)
Alberto Zeni, Giulia Guidi, Marquita Ellis, Nan Ding, Marco D. Santambrogio, Steven A. Hofmeyr, Aydin Buluç, Leonid Oliker, Katherine A. Yelick
LOGAN: High-Performance GPU-Based X-Drop Long-Read Alignment. IPDPS (2020)
Marco Siracusa, Marco Rabozzi, Emanuele Del Sozzo, Lorenzo Di Tucci, Samuel Williams, Marco D. Santambrogio
A CAD-based methodology to optimize HLS code via the Roofline model. ICCAD (2020)
Marco Di Gennaro, Luigi Fusco, Ian Di Dio Lavore, Eleonora D'Arnese, Marco D. Santambrogio
A faster approach to ECG analysis in emergency situations. EMBC (2020)
Luca Cerina, Marco D. Santambrogio
SAGe: a configurable code generator for efficient symbolic analysis of time-series. SIGBED Rev. 17 (1) (2020)
Marco Bacis, Rolando Brondolin, Marco D. Santambrogio
BlastFunction: an FPGA-as-a-Service system for Accelerated Serverless Computing. DATE (2020)
Giorgia Fiscaletti, Marco Speziali, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto
BNNsplit: Binarized Neural Networks for embedded distributed FPGA-based computing systems. DATE (2020)
Luca Stornaiuolo, Filippo Carloni, Riccardo Pressiani, Giuseppe Natale, Marco D. Santambrogio, Donatella Sciuto
Enabling transparent hardware acceleration on Zynq SoC for scientific computing. SIGBED Rev. 17 (1) (2020)
Jessica Leoni, Asia Ciallella, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto
EMPhASIS: An EMbedded Public Attention Stress Identification System. IPDPS Workshops (2020)
Rolando Brondolin, Marco D. Santambrogio
A Black-box Monitoring Approach to Measure Microservices Runtime Performance. ACM Trans. Archit. Code Optim. 17 (4) (2020)
Samuele Barbieri, Fabiola Casasopra, Rolando Brondolin, Marco D. Santambrogio
FARD: accelerating distributed fog computing workloads through embedded FPGAs. SIGBED Rev. 17 (1) (2020)
Guido Walter Di Donato, Alberto Zeni, Lorenzo Di Tucci, Marco D. Santambrogio
Leveraging Succinct Data Structures for DNA Sequence Mapping on FPGA. IPDPS Workshops (2020)
Giorgia Fiscaletti, Marco Speziali, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto
Hardware resources analysis of BNNs splitting for FARD-based multi-FPGAs Distributed Systems. IPDPS Workshops (2020)
Luca Cerina, Marco D. Santambrogio, Giuseppe Franco, Claudio Gallicchio, Alessio Micheli
EchoBay: Design and Optimization of Echo State Networks under Memory and Time Constraints. ACM Trans. Archit. Code Optim. 17 (3) (2020)
Alberto Parravicini, Francesco Sgherzi, Marco D. Santambrogio
A reduced-precision streaming SpMV architecture for Personalized PageRank on FPGA. CoRR (2020)
Luca Cerina, Marco D. Santambrogio, Giuseppe Franco, Claudio Gallicchio, Alessio Micheli
Efficient Embedded Machine Learning applications using Echo State Networks. DATE (2020)
Alberto Parravicini, Arnaud Delamare, Marco Arnaboldi, Marco D. Santambrogio
DAG-based Scheduling with Resource Sharing for Multi-task Applications in a Polyglot GPU Runtime. CoRR (2020)
Francesco Peverelli, Lorenzo Di Tucci, Marco D. Santambrogio, Nan Ding, Steven A. Hofmeyr, Aydin Buluç, Leonid Oliker, Katherine A. Yelick
GPU accelerated partial order multiple sequence alignment for long reads self-correction. IPDPS Workshops (2020)
Rolando Brondolin, Marco Arnaboldi, Marco D. Santambrogio
Power consumption management under a low-level performance constraint in the Xen hypervisor. SIGBED Rev. 17 (1) (2020)
Lorenzo Di Tucci, Riyadh Baghdadi, Saman P. Amarasinghe, Marco D. Santambrogio
SALSA: A Domain Specific Architecture for Sequence Alignment. IPDPS Workshops (2020)
Samuele Barbieri, Fabiola Casasopra, Rolando Brondolin, Marco D. Santambrogio
Fog Acceleration through Reconfigurable Devices. RTSI (2019)
Guido Muscioni, Riccardo Pressiani, Matteo Foglio, Margaret C. Crofoot, Marco D. Santambrogio, Tanya Y. Berger-Wolf
A Framework For Identifying Group Behavior Of Wild Animals. CoRR (2019)
Luca Stornaiuolo, Massimo Perini, Marco D. Santambrogio, Donatella Sciuto
FPGA-Based Embedded System Implementation of Audio Signal Alignment. IPDPS Workshops (2019)
Alberto Parravicini, Rhicheek Patra, Davide B. Bartolini, Marco D. Santambrogio
Fast and Accurate Entity Linking via Graph Embedding. GRADES/NDA@SIGMOD/PODS (2019)
Letizia Clementi, Riccardo Cavadini, Fabiola Casasopra, Marco Rabozzi, Sara Notargiacomo, Marco D. Santambrogio
Diversity and Inclusion: Buzzword or Real Value? EDUCON (2019)
D. Bertolotti, Daniele Valentino De Vincenti, Michele A. Bertoldi, Luca Cerina, Marco D. Santambrogio
AIRBOX: a monitoring system of physiological parameters and mind performance in microclimate-controlled environment. RTSI (2019)
Marco Siracusa, Marco Rabozzi, Emanuele Del Sozzo, Marco D. Santambrogio, Lorenzo Di Tucci
Automated Design Space Exploration and Roofline Analysis for FPGA-Based HLS Applications. FCCM (2019)
Alberto Zeni, Matteo Crespi, Lorenzo Di Tucci, Marco D. Santambrogio
An FPGA-Based Computing Infrastructure Tailored to Efficiently Scaffold Genome Sequences. FCCM (2019)
Francesco Peverelli, Marco Rabozzi, Salvatore Cardamone, Emanuele Del Sozzo, Alex J. W. Thom, Marco D. Santambrogio, Lorenzo Di Tucci
Automated Acceleration of Dataflow-Oriented C Applications on FPGA-Based Systems. FCCM (2019)
Marco D. Santambrogio, Ramachandran Vaidyanathan
RAW 2016. J. Parallel Distributed Comput. 133 (2019)
Enrico Reggiani, Marco Rabozzi, Anna Maria Nestorov, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio
Pareto Optimal Design Space Exploration for Accelerated CNN on FPGA. IPDPS Workshops (2019)
Alberto Zeni, Francesco Peverelli, Enrico Cabri, Lorenzo Di Tucci, Luca Cerina, Marco D. Santambrogio
circFA: a FPGA-based circular RNA aligner. BHI (2019)
Filippo Carloni, G. Casagrande, V. Corbetta, A. Agostinelli, Emanuele Del Sozzo, Luca Cerina, Marco D. Santambrogio
Speeding Up Resting State Networks Recognition via a Hardware Accelerator. BHI (2019)
Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Marco D. Santambrogio
Towards an Automatic Imaging Biopsy of Non-Small Cell Lung Cancer. BHI (2019)
Rolando Brondolin, Matteo Ferroni, Marco D. Santambrogio
Performance-aware load shedding for monitoring events in container based environments. SIGBED Rev. 16 (3) (2019)
Anna Maria Nestorov, Alberto Scolari, Enrico Reggiani, Luca Stornaiuolo, Marco D. Santambrogio
A Case Study for an Accelerated DCNN on FPGA-Based Embedded Distributed System. IPDPS Workshops (2019)
Stefano Savazzi, Rolando Brondolin, Vittorio Rampa, Marco D. Santambrogio, Umberto Spagnolini
Motion discrimination by ambient cellular signals: machine learning and computing tools. WF-IoT (2019)
Luca G. Cellamare, Michele A. Bertoldi, Alberto Parravicini, Marco D. Santambrogio
Exploring transductive and inductive methods for vertex embedding in biological networks. RTSI (2019)
Diego Piccinotti, Edoardo Ramalli, Alberto Parravicini, Rolando Brondolin, Marco D. Santambrogio
Solving write conflicts in GPU-accelerated graph computation: A PageRank case-study. RTSI (2019)

Marco D. Santambrogio.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Marco D. Santambrogio