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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
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/05 - Information Processing Systems
Curriculum VitaeDownload CV (293.8Kb - 27/05/2017)
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 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Performance-aware load shedding for monitoring events in container based environments (Show >>)
Conference proceedings
HLS Support for Polymorphic Parallel Memories (Show >>)
FPGA-based Embedded System Implementation of Audio Signal Alignment (Show >>)
A Case Study for an Accelerated DCNN on FPGA-based Embedded Distributed System (Show >>)
Pareto Optimal Design Space Exploration for Accelerated CNN on FPGA (Show >>)
Building High-Performance, Easy-to-use Polymorphic Parallel Memories with HLS (Show >>)
Fast and Accurate Entity Linking via Graph Embedding (Show >>)
Exploring transductive and inductive methods for vertex embedding in biological networks (Show >>)
Solving write conflicts in GPU-accelerated graph computation: A PageRank case-study (Show >>)
Motion discrimination by ambient cellular signals: machine learning and computing tools (Show >>)
Fog Acceleration through Reconfigurable Devices (Show >>)


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


List of publications and reserach products for the year 2017 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Floorplanning Automation for Partial-Reconfigurable FPGAs via Feasible Placements Generation (Show >>)
Power consumption models for multi-tenant server infrastructures (Show >>)
MARC: A resource consumption modeling service for self-aware autonomous agents (Show >>)
Conference proceedings
Heterogeneous exascale supercomputing: The role of CAD in the exaFPGA project (Show >>)
On How to Design Dataflow FPGA-Based Accelerators for Convolutional Neural Networks (Show >>)
A CAD Open Platform for High Performance Reconfigurable Systems in the EXTRA Project (Show >>)
A pipelined and scalable dataflow implementation of convolutional neural networks on FPGA (Show >>)
Architectural optimizations for high performance and energy efficient Smith-Waterman implementation on FPGAs using OpenCL (Show >>)
A highly scalable and efficient parallel design of N-body simulation on FPGA (Show >>)
HUGenomics: A support to personalized medicine research (Show >>)
Optimizing streaming stencil time-step designs via FPGA floorplanning (Show >>)
A Feedback-Based Design Space Exploration Subsystem for the Automation of Architectures Synthesis on Proprietary FPGA Toolchains (Show >>)
Software Implementation and Hardware Acceleration of Retinal Vessel Segmentation for Diabetic Retinopathy Screening Tests (Show >>)
A common backend for hardware acceleration on FPGA (Show >>)
A hardware acceleration for surface EMG non-negative matrix factorization (Show >>)
A fog-computing architecture for preventive healthcare and assisted living in smart ambients (Show >>)
BIE-PInCS: Brain injury evaluation with pupillometer based on infrared camera system (Show >>)
Reconfigurable embedded systems applications for versatile biomedical measurements (Show >>)
A wearable device for blind people to restore color perception (Show >>)
The Role of CAD Frameworks in Heterogeneous FPGA-Based Cloud Systems (Show >>)
Exploiting FPGAs from higher level languages a signal analysis case study (Show >>)
An embedded Gabor-based palm vein recognition system (Show >>)
Patents
Metodo per la localizzazione di un dispositivo all'interno di un’area (Show >>)
METHOD FOR POWER OPTIMIZATION IN VIRTUALIZED ENVIRONMENTS AND SYSTEM IMPLEMENTING THE SAME (Show >>)


List of publications and reserach products for the year 2016 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Autonomic thread scaling library for QoS management (Show >>)
Special Issue on: Multicore and Many-core Architectures for Future Generation Embedded Systems (Show >>)
A software cache partitioning system for hash-based caches (Show >>)
Conference proceedings
Quality of Service Driven Runtime Resource Allocation in Reconfigurable HPC Architectures (Show >>)
A self-adaptive approach to efficiently manage energy and performance in tomorrow's heterogeneous computing systems (Show >>)
Workload-aware power optimization strategy for asymmetric multiprocessors (Show >>)
A polyhedral model-based framework for dataflow implementation on FPGA devices of iterative stencil loops (Show >>)
Hardware design automation of convolutional neural networks (Show >>)
EXTRA: Towards the exploitation of eXascale technology for reconfigurable architectures (Show >>)
On the automation of high level synthesis of convolutional neural networks (Show >>)
Parallel protein identification using an FPGA-based solution (Show >>)
Scala-based domain-specific language for creating accelerator-based SoCs (Show >>)
On How to improve FPGA-based systems design productivity via SDAccel (Show >>)
Resource-efficient scheduling for partially-reconfigurable FPGA-based systems (Show >>)
Using just-in-time code generation for transparent resource management in heterogeneous systems (Show >>)
Sink state analysis in multi-tenant smart buildings (Show >>)
ProFAX: A hardware acceleration of a protein folding algorithm (Show >>)
Ruleset Minimization in Multi-tenant Smart Buildings (Show >>)
DockerCap: A Software-Level Power Capping Orchestrator for Docker Containers (Show >>)
FFWD: Latency-Aware Event Stream Processing via Domain-Specific Load-Shedding Policies (Show >>)
Towards a performance-aware power capping orchestrator for the Xen hypervisor (Show >>)
A runtime controller for OpenCL applications on heterogeneous system architectures (Show >>)
Enabling power-awareness for the Xen hypervisor (Show >>)
Abstract in Atti di convegno
Floor plan design and automatic nodes deployment for indoor location and monitoring systems (Show >>)
Poster
Preemption-aware planning on Big-Data systems (Show >>)


List of publications and reserach products for the year 2015 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
On how to accelerate iterative stencil loops: A scalable streaming-based approach (Show >>)
FASTER: Facilitating Analysis and Synthesis Technologies for Effective Reconfiguration (Show >>)
Contributions on scientific books
Design Methodologies for Reconfigurable NoC-based Embedded Systems (Show >>)
Conference proceedings
Experimental evaluation and modeling of thermal phenomena on mobile devices (Show >>)
Floorplanning for Partially-Reconfigurable FPGAs via Feasible Placements Detection (Show >>)
An orchestrated approach to efficiently manage resources in heterogeneous system architectures (Show >>)
A system-level simulation framework for evaluating resource management policies for heterogeneous system architectures (Show >>)
Power-awareness and smart-resource management in embedded computing systems (Show >>)
Danger-system: Exploring new ways to manage occupants safety in smart building (Show >>)
Thermal-aware floorplanning for partially-reconfigurable FPGA-based systems (Show >>)
EXTRA: Towards an efficient open platform for reconfigurable High Performance Computing (Show >>)
A Run-Time System for Partially Reconfigurable FPGAs: The case of STMicroelectronics SPEAr board (Show >>)
K-Ways Partitioning of Polyhedral Process Networks: A Multi-level Approach (Show >>)
Relocation-Aware Floorplanning for Partially-Reconfigurable FPGA-Based Systems (Show >>)
On how to extract breathing rate from PPG signal using wearable devices (Show >>)
A hardware approach to protein identification (Show >>)
A multiobjective reconfiguration-aware scheduler for FPGA-based heterogeneous architectures (Show >>)
Explicitly isolating data and computation in high level synthesis: The role of polyhedral framework (Show >>)
On how to efficiently accelerate brain network analysis on FPGA-based computing system (Show >>)
Poster
OpenMPower: An Open and Accessible Database About Real World Mobile Devices (Show >>)
manifesti v. 3.1.9 / 3.1.9
Area Servizi ICT
13/12/2019