BERRY: Bit Error Robustness for Energy-Efficient Reinforcement Learning-Based Autonomous Systems
- Zishen Wan
- Nandhini Chandramoorthy
- et al.
- 2023
- DAC 2023
Karthik is a Senior Research Scientist at the Efficient and Resilient Systems Group at the IBM T.J Watson Research Center. His research has a broad, cross-layer scope examining circuit, architecture and application level optimizations for improving the reliability and energy efficiency of multi core systems and accelerators. He has also worked on characterizing performance and reliability of IBM server-class and mainframe processors at various stages of design.
Karthik graduated with a Ph.D from the Computer Science and Engineering Department at the Pennsylvania State University, University Park, PA in 2014. His thesis work was focused on realizing energy-efficient architectures using emerging transistor technologies. He was awarded the IBM Ph.D Fellowship for the 2012-2013 academic year. He served as the Treasurer and Member of the ACM SIGMICRO Executive Committee from 2020 to 2023.
Karthik graduated with Bachelors and Masters degrees in Electrical Engineering from the Indian Institute of Technology (IIT) Madras in 2008. Prior to starting his Ph.D, he also worked in IBM Research India (New Delhi) from 2008-2009, as part of the High Performance Computing Group.