Broad Interests
Heterogeneous computer systems and architectures
Systems software for run-time power/performance optimization
Embedded- and Edge- AI/ML
On-going Activities
Computational adaptivity in multi-modal machine learning
Resource efficient distributed DNN inference on collaborative heterogeneous edge clusters
Past Activities
On-line learning and self-awareness for run-time system software
Power/Performance optimization of Embedded Heterogeneous Multi-core Systems
Dynamic Approximation for Power/Performance Management
Resource Management of Many-core Systems