Graduate Research Assistant (Penn State) Spring 2020 - Present

• Non-Volatile Processors Group

  • Non-Volatile architectural design for IoT wireless sensor networks, which performs dynamic hardware resource reconfiguration to improve the energy efficiency based on the application phase information and ambient energy (Submitted to ASPLOS'23).

  • Non-Volatile Processor (NVP) Simulator: A GEM5-based simulator developed to simulate NVPs.

• NSF-CSSI Frameworks: Re-Engineering Galaxy for Performance, Scalability, and Energy Efficiency

  • Added GPU computation mapping support to the Galaxy Project. (Published in HiComb 2021).

  • Accelerating Galaxy tools and scheduling by adding GPU Kubernetes support.

  • Redesign existing Galaxy tools and other biomedical tools with GPU support to accelerate them.

  • Adding containerization support for the tools for running Galaxy on cloud platforms.

• Architectural Bottleneck Analysis: Automating and accelerating architectural bottleneck analysis for machine learning, deep learning, and other workloads, using AI (Under Submission to ICS'23).

NSF Proposal Writing

Official reviewer for IEEE Transactions on Computers

On-behalf reviewer for IEEE International Conference on Parallel and Distributed Systems (ICPADS) and International Conference on Parallel Architectures and Compilation Techniques (PACT).