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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
DocenteSantambrogio Marco Domenico
QualificaProfessore ordinario a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareIINF-05/A - Sistemi Di Elaborazione Delle Informazioni
Curriculum VitaeScarica il CV (344.99Kb - 02/08/2022)

Orario di ricevimento
DEI------GiovedìDalle 09:00
Alle 11:00
Pagina web redatta a cura del docentehttp://home.dei.polimi.it/santambr/

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2024 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
ALVEARE: a Domain-Specific Framework for Regular Expressions (Mostra >>)
One Automaton to Rule Them All: Beyond Multiple Regular Expressions Execution (Mostra >>)
Articoli su riviste
Starlight: A kernel optimizer for GPU processing (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2023 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Senju: A Framework for the Design of Highly Parallel FPGA-based Iterative Stencil Loop Accelerators (Mostra >>)
Methods for the alignment of sequence reads to non-acyclic genome graphs on heterogeneous computing systems (Mostra >>)
Contributo in Atti di convegno
A Bird’s Eye View on Quantum Computing: Current and Future Trends (Mostra >>)
A Graph Machine Learning approach to Automatic Dementia Detection (Mostra >>)
A New Solution For a (Scaff)Old Problem: an FPGA Approach (Mostra >>)
ATHENA: a GPU-based Framework for Biomedical 3D Rigid Image Registration (Mostra >>)
Enabling Efficient Regular Expression Matching at the Edge through Domain-Specific Architectures (Mostra >>)
Improving Sleep Quality Through an Arduino-Based Environment Sleep Monitoring System (Mostra >>)
On How to Unravel Bone Microscale Phenomena: A Mask-Guided Attention SR-microCT Image Classification Approach (Mostra >>)
On the Design and Characterization of Set Packing Problem on Quantum Annealers (Mostra >>)
On the Genome Sequence Alignment FPGA Acceleration via KSW2z (Mostra >>)
Stain Transfer using CycleGAN for Histopathological Images (Mostra >>)
TSUNAMI: A GPU Implementation of the WFA Algorithm (Mostra >>)
The Hitchhiker's Guide to FPGA-Accelerated Quantum Error Correction (Mostra >>)
Towards a Lightweight 2D U-Net for Accurate Semantic Segmentation of Kidney Tumors in Abdominal CT Images (Mostra >>)
Towards an Informed CNN for Bone SR-microCT Image Classification with an Unsupervised Patched-based Image Clustering (Mostra >>)
YARB: a Methodology to Characterize Regular Expression Matching on Heterogeneous Systems (Mostra >>)
Articoli su riviste
Anatomically compliant modes of variations: New tools for brain connectivity (Mostra >>)
Faber: a Hardware/Software Toolchain for Image Registration (Mostra >>)
Hephaestus: Codesigning and Automating 3D Image Registration on Reconfigurable Architectures (Mostra >>)
NERONE: The Fast Way to Efficiently Execute Your Deep Learning Algorithm At the Edge (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2022 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Method for the alignment of sequence reads to cyclic genome graphs on heterogeneous computing systems (Mostra >>)
Method of aligning strings of characters representing genomic data and related hardware device (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
Reconfigurable Architectures: The Shift from General Systems to Domain Specific Solutions (Mostra >>)
Contributo in Atti di convegno
An Optimized U-Net for Unbalanced Multi-Organ Segmentation (Mostra >>)
BEBOP: Bidirectional dEep Brain cOnnectivity maPping (Mostra >>)
BrainTrack: A Replicable and Accessible Methodology for Customized Brain-Machine Interface Applications (Mostra >>)
Characterizing Molecular Dynamics Simulation on Commodity Platforms (Mostra >>)
Computer-Aided Dementia Detection: How Informative Are Your Features? (Mostra >>)
Fast Genome Analysis Leveraging Exact String Matching (Mostra >>)
From Distributed Sensing to Virtual Sensors: a Domain-Specific Language for Reactive Centralized Edge-Fog-Cloud Computation (Mostra >>)
Large Forests and Where to “Partially” Fit Them (Mostra >>)
Lung Cancer Identification via Deep Learning: A Multi-Stage Workflow (Mostra >>)
Math Skills: a New Look from Functional Data Analysis (Mostra >>)
Obstruction simulation in real-time 3D audio on edge systems (Mostra >>)
ROH-BOT: An IoT Wearable and Inclusive Health Device for Remote Patient Monitoring With Different Alarm Systems (Mostra >>)
Surfing the Wavefront of Genome Alignment (Mostra >>)
The RALCoach: a virtual coach technology for recreational runners (Mostra >>)
Articoli su riviste
An Energy-Efficient Domain-Specific Architecture for Regular Expressions (Mostra >>)
BlastFunction: A Full-stack Framework Bringing FPGA Hardware Acceleration to Cloud-native Applications (Mostra >>)
On the Automation of Radiomics-Based Identification and Characterization of NSCLC (Mostra >>)
Pushing the Level of Abstraction of Digital System Design: a Survey on How to Program FPGAs (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2021 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A Framework for Customizable FPGA-based Image Registration Accelerators (Mostra >>)
A Functional Data Analysis Approach to Left Ventricular Remodeling Assessment (Mostra >>)
A Practical Account of Designing a Support Tool for an Educational Experience (Mostra >>)
A reduced-precision streaming SpMV architecture for Personalized PageRank on FPGA (Mostra >>)
An Automatic Active Contour Approach to Segment Retinal Blood Vessels (Mostra >>)
DAG-based Scheduling with Resource Sharing for Multi-task Applications in a Polyglot GPU Runtime (Mostra >>)
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding (Mostra >>)
Dovado: An Open-Source Design Space Exploration Framework (Mostra >>)
EMoCy: Towards Physiological Signals-Based Stress Detection (Mostra >>)
Expertise and trade-offs in competence transfer from academia to industry: a successful case study (Mostra >>)
Exploiting Heterogeneous Architectures for Rigid Image Registration (Mostra >>)
Exploring the Runtime Performance of Knowledge Graph Embedding Methods (Mostra >>)
Fraud Prevention and Detection on Heterogeneous Information Networks with Deep Graph Infomax (Mostra >>)
On How FPGAs are Changing the Computer Security Panorama: An Educational Survey (Mostra >>)
Optimized Implementation of the HPCG Benchmark on Reconfigurable Hardware (Mostra >>)
Plaster: An Embedded FPGA-based Cluster Orchestrator for Accelerated Distributed Algorithms (Mostra >>)
Sex Differences in the ECG Interpretation: A Functional Data Analysis Perspective (Mostra >>)
Solving Large Top-K Graph Eigenproblems with a Memory and Compute-optimized FPGA Design (Mostra >>)
The Importance of Being X-Drop: High Performance Genome Alignment on Reconfigurable Hardware (Mostra >>)
Towards Graph Machine Learning for Smart Grid Knowledge Graphs in Industrial Scenarios (Mostra >>)
Articoli su riviste
A Comprehensive Methodology to Optimize FPGA Designs via the Roofline Model (Mostra >>)
CICERO: A Domain-Specific Architecture for Efficient Regular Expression Matching (Mostra >>)
Enhancing the Scalability of Multi-FPGA Stencil Computations via Highly Optimized HDL Components (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2020 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A CAD-based methodology to optimize HLS code via the Roofline model (Mostra >>)
A faster approach to ECG analysis in emergency situations (Mostra >>)
BNNsplit: Binarized Neural Networks for embedded distributed FPGA-based computing systems (Mostra >>)
BlastFunction: An FPGA-as-a-Service system for Accelerated Serverless Computing (Mostra >>)
EMPhASIS: An EMbedded Public Attention Stress Identification System (Mostra >>)
GPU accelerated partial order multiple sequence alignment for long reads self-correction (Mostra >>)
Hardware resources analysis of BNNs splitting for FARD-based multi-FPGAs Distributed Systems (Mostra >>)
LOGAN: High-Performance GPU-Based X-Drop Long-Read Alignment (Mostra >>)
Leveraging succinct data structures for DNA sequence mapping on FPGA (Mostra >>)
PRESTO: a latency-aware power-capping orchestrator for cloud-native microservices (Mostra >>)
SmartBlackBox: enhancing driver's safety via real-time machine learning on IoT insurance black-boxes (Mostra >>)
Articoli su riviste
A Black-box Monitoring Approach to Measure Microservices Runtime Performance (Mostra >>)
Enabling Transparent Hardware Acceleration on Zynq SoC for Scientific Computing (Mostra >>)
FARD: Accelerating Distributed Fog Computing Workloads through Embedded FPGAs (Mostra >>)
Power consumption management under a low-level performance constraint in the Xen hypervisor (Mostra >>)
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