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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorSantambrogio Marco Domenico
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/05 - Information Processing Systems
Curriculum VitaeDownload CV (344.99Kb - 02/08/2022)

Professor's office hours
DEI----ThursdayFrom 09:00
To 11:00
Professor's personal websitehttp://home.dei.polimi.it/santambr/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Method of aligning strings of characters representing genomic data and related hardware device (Show >>)
Contributions on scientific books
Reconfigurable Architectures: The Shift from General Systems to Domain Specific Solutions (Show >>)
Conference proceedings
An Optimized U-Net for Unbalanced Multi-Organ Segmentation (Show >>)
Fast Genome Analysis Leveraging Exact String Matching (Show >>)
Large Forests and Where to “Partially” Fit Them (Show >>)
Lung Cancer Identification via Deep Learning: A Multi-Stage Workflow (Show >>)
Surfing the Wavefront of Genome Alignment (Show >>)
Journal Articles
An Energy-Efficient Domain-Specific Architecture for Regular Expressions (Show >>)
BlastFunction: A Full-stack Framework Bringing FPGA Hardware Acceleration to Cloud-native Applications (Show >>)
On the Automation of Radiomics-Based Identification and Characterization of NSCLC (Show >>)
Pushing the Level of Abstraction of Digital System Design: a Survey on How to Program FPGAs (Show >>)

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

List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A CAD-based methodology to optimize HLS code via the Roofline model (Show >>)
A faster approach to ECG analysis in emergency situations (Show >>)
BNNsplit: Binarized Neural Networks for embedded distributed FPGA-based computing systems (Show >>)
BlastFunction: An FPGA-as-a-Service system for Accelerated Serverless Computing (Show >>)
EMPhASIS: An EMbedded Public Attention Stress Identification System (Show >>)
Hardware resources analysis of BNNs splitting for FARD-based multi-FPGAs Distributed Systems (Show >>)
LOGAN: High-Performance GPU-Based X-Drop Long-Read Alignment (Show >>)
Leveraging succinct data structures for DNA sequence mapping on FPGA (Show >>)
PRESTO: a latency-aware power-capping orchestrator for cloud-native microservices (Show >>)
SmartBlackBox: enhancing driver's safety via real-time machine learning on IoT insurance black-boxes (Show >>)
Journal Articles
A Black-box Monitoring Approach to Measure Microservices Runtime Performance (Show >>)
FARD: Accelerating Distributed Fog Computing Workloads through Embedded FPGAs (Show >>)
Power consumption management under a low-level performance constraint in the Xen hypervisor (Show >>)

List of publications and reserach products for the year 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
An FPGA-based computing infrastructure tailored to efficiently scaffold genome sequences (Show >>)
Automated acceleration of dataflow-oriented c applications on FPGA-based systems (Show >>)
Automated design space exploration and roofline analysis for FPGA-based hls applications (Show >>)
FPGA-as-a-Service infrastructure for accelerated serverless computing (Show >>)
Metodo di allineamento di stringhe di caratteri che rappresentano dati genomici e relativo dispositivo hardware (Show >>)
Contributions on scientific books
Continuous Blood Pressure Estimation Through Optimized Echo State Networks (Show >>)
Conference proceedings
A Case Study for an Accelerated DCNN on FPGA-based Embedded Distributed System (Show >>)
AIRBOX: A monitoring system of physiological parameters and mind performance in microclimate-controlled environment (Show >>)
Building High-Performance, Easy-to-use Polymorphic Parallel Memories with HLS (Show >>)
CircFA: A FPGA-based circular RNA aligner (Show >>)
Diversity and inclusion: Buzzword or real value? (Show >>)
Enabling Transparent Hardware Acceleration on Zynq SoC for Scientific Computing (Show >>)
Exploring transductive and inductive methods for vertex embedding in biological networks (Show >>)
FPGA-based Embedded System Implementation of Audio Signal Alignment (Show >>)
Fast and Accurate Entity Linking via Graph Embedding (Show >>)
Fog Acceleration through Reconfigurable Devices (Show >>)
HLS Support for Polymorphic Parallel Memories (Show >>)
Motion discrimination by ambient cellular signals: machine learning and computing tools (Show >>)
Pareto Optimal Design Space Exploration for Accelerated CNN on FPGA (Show >>)
Solving write conflicts in GPU-accelerated graph computation: A PageRank case-study (Show >>)
Speeding up resting state networks recognition via a hardware accelerator (Show >>)
Towards an automatic imaging biopsy of non-small cell lung cancer (Show >>)
Journal Articles
Performance-aware load shedding for monitoring events in container based environments (Show >>)

List of publications and reserach products for the year 2018 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Parallel, Energy Efficient Hardware Architecture for the merAligner on FPGA Using Chisel HCL (Show >>)
A Scalable FPGA Design for Cloud N-Body Simulation (Show >>)
A Unified Backend for Targeting FPGAs from DSLs (Show >>)
A framework with cloud integration for CNN acceleration on FPGA devices (Show >>)
An FPGA-based acceleration methodology and performance model for iterative stencils (Show >>)
Automating Lung Cancer Identification in PET/CT Imaging (Show >>)
DEEP-mon: Dynamic and energy efficient power monitoring for container-based infrastructures (Show >>)
EXTRA: An open platform for reconfigurable architectures (Show >>)
Energy Efficiency for Autonomic Scalable Systems: Research Objectives and Preliminary Results (Show >>)
FIDA: A framework to automatically integrate FPGA kernels within data-science applications (Show >>)
FPGA-based PairHMM Forward Algorithm for DNA Variant Calling (Show >>)
FPGA-based muscle synergy extraction for surface EMG gesture classification (Show >>)
Five-point algorithm: An efficient cloud-based FPGA implementation (Show >>)
HyPPO: Hybrid Performance-Aware Power-Capping Orchestrator (Show >>)
OXiGen: A tool for automatic acceleration of c functions into dataflow FPGA-based kernels (Show >>)
On how to efficiently implement deep learning algorithms on PYNQ platform (Show >>)
Pretzel: Opening the black box of machine learning prediction serving systems (Show >>)
Robustness of surface EMG classifiers with fixed-point decomposition on reconfigurable architecture (Show >>)
TiReX: Tiled regular expression matching architecture (Show >>)
Journal Articles
A runtime controller for openCL applications on heterogeneous system architectures (Show >>)
Toward smart building design automation: Extensible CAD framework for indoor localization systems deployment (Show >>)
manifesti v. 3.4.30 / 3.4.30
Area Servizi ICT