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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerMiele Antonio Rosario
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorIINF-05/A - Information Processing Systems
Curriculum VitaeDownload CV (116.24Kb - 16/05/2023)
OrcIDhttps://orcid.org/0000-0003-3197-0723

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
DEIB - Edificio 20------FridayFrom 15:00
To 16:00
3513---It is mandatory to book an appointment by email
E-mailantonio.miele@polimi.it
Personal websitehttps://miele.faculty.polimi.it

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

List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
A Coordinated Approach to Control Mechanical and Computing Resources in Mobile Robots (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Adaptive Workload Distribution for Accuracy-aware DNN Inference on Collaborative Edge Platforms (Show >>)
Cross-Layer Reliability Analysis of NVDLA Accelerators: Exploring the Configuration Space (Show >>)
Intermittent Inference: Trading a 1% Accuracy Loss for a 1.9x Throughput Speedup (Show >>)
Range Restriction to Harden CNNs Against Hardware Faults: A Broad Empirical Analysis (Show >>)
Tango: Low Latency Multi-DNN Inference on Heterogeneous Edge Platforms (Show >>)
Journal Articles
Resilience of deep learning applications: A systematic literature review of analysis and hardening techniques (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Analyzing the Reliability of Alternative Convolution Implementations for Deep Learning Applications (Show >>)
Journal Articles
Fast and Accurate Error Simulation for CNNs Against Soft Errors (Show >>)
Run-time Resource Management in CMPs Handling Multiple Aging Mechanisms (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Dependability of Alternative Computing Paradigms for Machine Learning: hype or hope? (Show >>)
Selective Hardening of CNNs based on Layer Vulnerability Estimation (Show >>)
Thread-level Parallelism in Fault Simulation of Deep Neural Networks on Multi-Processor Systems (Show >>)
Journal Articles
A Runtime Resource Management and Provisioning Middleware for Fog Computing Infrastructures (Show >>)
Approximation-Based Fault Tolerance in Image Processing Applications (Show >>)
Design of Fault-Tolerant Distributed Cyber-Physical Systems for Smart Environments (Show >>)
Fault Impact Estimation for Lightweight Fault Detection in Image Filtering (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Exploiting Memory Resilience for Emerging Technologies: An Energy-Aware Resilience Exemplar for STT-RAM Memories (Show >>)
Conference proceedings
Energy-Efficient Mobile Robot Control via Run-time Monitoring of Environmental Complexity and Computing Workload (Show >>)
Hierarchical Fault Simulation of Deep Neural Networks on Multi-Core Systems (Show >>)
Usability-based Cross-Layer Reliability Evaluation of Image Processing Applications (Show >>)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
24/04/2025