Machine learning and performance analysis

Qualification

• Computer Science (Ph.D., KTH Royal Institute of Technology)

Current work

• support for PDC users

• performance analysis and benchmarking of parallel codes and infrastructures

• applying AI and deep learning to scientific computing

Can help PDC users with

• deep learning/machine learning

• performance analysis of parallel code

• code parallelization and optimization

Previous research and work

• design and implementation of scalable methods for performance monitoring and analysis

• development of parallel runtime systems

• analysis and optimization of parallel code