Björn Franke

Using Machine Learning to Focus Iterative Optimization

Felix Agakov, Edwin V. Bonilla, José E Cavazos et al. · 2006 · 423 citations

Artificial Intelligence, Iterative Compiler Optimization, Engineering +22

Towards a holistic approach to auto-parallelization

Georgios Tournavitis, Zheng Wang, Björn Franke et al. · 2009 · 209 citations

Cluster Computing, Holistic Approach, Engineering +21

Fast compiler optimisation evaluation using code-feature based performance prediction

Christophe Dubach, John Cavazos, Björn Franke et al. · 2007 · 86 citations

Engineering, Machine Learning, Compiler Technology +21

Integrating profile-driven parallelism detection and machine-learning-based mapping

Zheng Wang, Georgios Tournavitis, Björn Franke et al. · ACM Transactions on Architecture and Code Optimization · 2014 · 74 citations · Full text

Cluster Computing, Engineering, Machine Learning +22

Probabilistic source-level optimisation of embedded programs

Björn Franke, Michael O’Boyle, John Thomson et al. · 2005 · 72 citations

Engineering, Optimisation Space, Compiler Technology +21