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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
QualificationFull 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)
OrcIDhttps://orcid.org/0000-0002-9883-9693

Contacts
Professor's office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
DEI----ThursdayFrom 09:00
To 11:00
02.2399.3492----
E-mailmarco.santambrogio@polimi.it
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 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
One Automaton to Rule Them All: Beyond Multiple Regular Expressions Execution (Show >>)
Journal Articles
Starlight: A kernel optimizer for GPU processing (Show >>)


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


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Patents
Method for the alignment of sequence reads to cyclic genome graphs on heterogeneous computing systems (Show >>)
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 >>)
BEBOP: Bidirectional dEep Brain cOnnectivity maPping (Show >>)
BrainTrack: A Replicable and Accessible Methodology for Customized Brain-Machine Interface Applications (Show >>)
Characterizing Molecular Dynamics Simulation on Commodity Platforms (Show >>)
Computer-Aided Dementia Detection: How Informative Are Your Features? (Show >>)
Fast Genome Analysis Leveraging Exact String Matching (Show >>)
From Distributed Sensing to Virtual Sensors: a Domain-Specific Language for Reactive Centralized Edge-Fog-Cloud Computation (Show >>)
Large Forests and Where to “Partially” Fit Them (Show >>)
Lung Cancer Identification via Deep Learning: A Multi-Stage Workflow (Show >>)
Math Skills: a New Look from Functional Data Analysis (Show >>)
Obstruction simulation in real-time 3D audio on edge systems (Show >>)
ROH-BOT: An IoT Wearable and Inclusive Health Device for Remote Patient Monitoring With Different Alarm Systems (Show >>)
Surfing the Wavefront of Genome Alignment (Show >>)
The RALCoach: a virtual coach technology for recreational runners (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
Patents
DISPOSITIVO DIAGNOSTICO INDOSSABILE (Show >>)
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
Patents
AN FPGA-AS-A-SERVICE SYSTEM FOR ACCELERATED SERVERLESS COMPUTING (Show >>)
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 >>)
GPU accelerated partial order multiple sequence alignment for long reads self-correction (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 >>)
Enabling Transparent Hardware Acceleration on Zynq SoC for Scientific Computing (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 >>)
manifesti v. 3.5.17 / 3.5.17
Area Servizi ICT
19/05/2024