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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.
Informazioni sul docente
DocenteSantambrogio Marco Domenico
QualificaProfessore associato a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareING-INF/05 - 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 2022 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributi su volumi (Capitolo o Saggio)
Reconfigurable Architectures: The Shift from General Systems to Domain Specific Solutions (Mostra >>)
Contributo in Atti di convegno
Large Forests and Where to “Partially” Fit Them (Mostra >>)
Lung Cancer Identification via Deep Learning: A Multi-Stage Workflow (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 >>)
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 >>)
FARD: Accelerating Distributed Fog Computing Workloads through Embedded FPGAs (Mostra >>)
Power consumption management under a low-level performance constraint in the Xen hypervisor (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2019 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
An FPGA-based computing infrastructure tailored to efficiently scaffold genome sequences (Mostra >>)
Automated acceleration of dataflow-oriented c applications on FPGA-based systems (Mostra >>)
Automated design space exploration and roofline analysis for FPGA-based hls applications (Mostra >>)
FPGA-as-a-Service infrastructure for accelerated serverless computing (Mostra >>)
Metodo di allineamento di stringhe di caratteri che rappresentano dati genomici e relativo dispositivo hardware (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
Continuous Blood Pressure Estimation Through Optimized Echo State Networks (Mostra >>)
Contributo in Atti di convegno
A Case Study for an Accelerated DCNN on FPGA-based Embedded Distributed System (Mostra >>)
AIRBOX: A monitoring system of physiological parameters and mind performance in microclimate-controlled environment (Mostra >>)
Building High-Performance, Easy-to-use Polymorphic Parallel Memories with HLS (Mostra >>)
CircFA: A FPGA-based circular RNA aligner (Mostra >>)
Diversity and inclusion: Buzzword or real value? (Mostra >>)
Enabling Transparent Hardware Acceleration on Zynq SoC for Scientific Computing (Mostra >>)
Exploring transductive and inductive methods for vertex embedding in biological networks (Mostra >>)
FPGA-based Embedded System Implementation of Audio Signal Alignment (Mostra >>)
Fast and Accurate Entity Linking via Graph Embedding (Mostra >>)
Fog Acceleration through Reconfigurable Devices (Mostra >>)
HLS Support for Polymorphic Parallel Memories (Mostra >>)
Motion discrimination by ambient cellular signals: machine learning and computing tools (Mostra >>)
Pareto Optimal Design Space Exploration for Accelerated CNN on FPGA (Mostra >>)
Solving write conflicts in GPU-accelerated graph computation: A PageRank case-study (Mostra >>)
Speeding up resting state networks recognition via a hardware accelerator (Mostra >>)
Towards an automatic imaging biopsy of non-small cell lung cancer (Mostra >>)
Articoli su riviste
Performance-aware load shedding for monitoring events in container based environments (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2018 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A Parallel, Energy Efficient Hardware Architecture for the merAligner on FPGA Using Chisel HCL (Mostra >>)
A Scalable FPGA Design for Cloud N-Body Simulation (Mostra >>)
A Unified Backend for Targeting FPGAs from DSLs (Mostra >>)
A framework with cloud integration for CNN acceleration on FPGA devices (Mostra >>)
An FPGA-based acceleration methodology and performance model for iterative stencils (Mostra >>)
Automating Lung Cancer Identification in PET/CT Imaging (Mostra >>)
DEEP-mon: Dynamic and energy efficient power monitoring for container-based infrastructures (Mostra >>)
EXTRA: An open platform for reconfigurable architectures (Mostra >>)
Energy Efficiency for Autonomic Scalable Systems: Research Objectives and Preliminary Results (Mostra >>)
FIDA: A framework to automatically integrate FPGA kernels within data-science applications (Mostra >>)
FPGA-based PairHMM Forward Algorithm for DNA Variant Calling (Mostra >>)
FPGA-based muscle synergy extraction for surface EMG gesture classification (Mostra >>)
Five-point algorithm: An efficient cloud-based FPGA implementation (Mostra >>)
HyPPO: Hybrid Performance-Aware Power-Capping Orchestrator (Mostra >>)
OXiGen: A tool for automatic acceleration of c functions into dataflow FPGA-based kernels (Mostra >>)
On how to efficiently implement deep learning algorithms on PYNQ platform (Mostra >>)
Pretzel: Opening the black box of machine learning prediction serving systems (Mostra >>)
Robustness of surface EMG classifiers with fixed-point decomposition on reconfigurable architecture (Mostra >>)
TiReX: Tiled regular expression matching architecture (Mostra >>)
Articoli su riviste
A runtime controller for openCL applications on heterogeneous system architectures (Mostra >>)
Toward smart building design automation: Extensible CAD framework for indoor localization systems deployment (Mostra >>)
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