Dr. John's current research interests include high performance processors, high performance memory systems and caches, low-power design, hardware architectures for machine learning, , performance evaluation, workload characterization, reconfigurable computer architectures, FPGAs, rapid prototyping etc. Understanding the performance impact of contemporary programming paradigms and applications and designing microprocessors and computer systems for emerging workloads is the thrust of her research.