Project

Efficient microprocessor design through machine learning

Code
3G025508
Looptijd
01-01-2008 → 30-12-2013
Financiering
Research Foundation - Flanders (FWO)
Onderzoeksdisciplines
  • Natural sciences
    • Applied mathematics in specific fields
    • Computer architecture and networks
    • Distributed computing
    • Information sciences
    • Information systems
    • Programming languages
    • Scientific computing
    • Theoretical computer science
    • Visual computing
    • Other information and computing sciences
  • Engineering and technology
    • Computer hardware
    • Computer theory
    • Scientific computing
    • Other computer engineering, information technology and mathematical engineering
Trefwoorden
machine learning computerarchitectuur ontwerpexploratie
 
Projectomschrijving

The goal of this research project is to dramatically reduce the design space exploration time of a microprocessor. We will therefore use machine machine learning techniques to automatically derive performance models. These performance models will then speedup the search and optimization process.