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Avionics graphics hardware performance prediction with machine learning
Simon R. Girard
, Vincent Legault
, Guy Bois
,
Jean François Boland
École de technologie supérieure
Electrical Engineering Department
Polytechnique Montréal
Research output
:
Contribution to journal
›
Journal Article
›
peer-review
6
Citations (Scopus)
Overview
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Keyphrases
Machine Learning
100%
Avionics
100%
Graphics Hardware
100%
Hardware Performance Prediction
100%
Training Phase
50%
Application Programming Interface
50%
Frames per Second
50%
System Design Tool
50%
Performance Prediction
25%
Cost Reduction
25%
Safety-critical Applications
25%
Software Application
25%
Engineering Fields
25%
Systems Engineers
25%
Desktop Computer
25%
Hardware Efficiency
25%
Hardware Architecture
25%
Development Cost
25%
Prediction Error
25%
Certification Standards
25%
Desktop
25%
3D Scene
25%
Development Cycle
25%
Nonparametric Model
25%
OpenGL Safety Critical
25%
Development Platform
25%
Synthetic Vision
25%
Potential for Development
25%
Hardware Emulation
25%
Median Prediction
25%
Rendering Engine
25%
Industrial Scene
25%
Predictive Software
25%
Emulation Tool
25%
Graphical Software
25%
Major Challenges
25%
Self-supervised Pre-training
25%
Vision Applications
25%
Rendering Performance
25%
Computer Science
Machine Learning
100%
Learning System
100%
Avionics
100%
Hardware Performance
100%
Graphic Hardware
100%
Training Phase
50%
Design Tool
50%
Application Programming Interface
50%
Critical Application
25%
Software Application
25%
System Engineer
25%
Desktop Computer
25%
Hardware Architecture
25%
Prediction Error
25%
Running Software
25%
Certification Standard
25%
Engineering Field
25%
Underlying Hardware
25%
3d Scenes
25%
Development Cycle
25%
Rendering Engine
25%
Graphical Desktop
25%
Development Platform
25%
Emulation
25%