Keywords:
High-Performance Computing
Machine learning
Predictive data analytics
Energy efficiency
Fault tolerance
Self-organizing systems
My research interests lie in the general area of “Computer Systems" with emphasis on distributed systems, High-Performance Computing, fault tolerance, self-organization, data analytics, machine learning, data-driven autonomics. In particular, I am interested in software technologies for tackling the challenges brought about by energy consumption, scale and failures. My current work applies Machine Learning and other data-driven technologies to increase the energy efficiency, resiliency and manageability of High-Performance Computing systems.
