Rajesh Shashi Kumar

Computer Architect at ARM

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Hello there! My focus is on advancing Computer Systems Architecture, particularly in its application to Machine Learning. At ARM, I work on improving the scalability and efficiency of Computer Systems, with an emphasis on optimizing datacenter infrastructure for emerging workloads.

I earned my graduate degree from University of Wisconsin-Madison, where I worked with Prof. Matt Sinclair at the Heterogeneous Architectures Lab, on mechanisms to promote data reuse in HPC & ML workloads on chiplet-based GPU architectures.

I have over 6 years of experience in the semiconductor industry, having previously worked at AMD Research, Qualcomm and Analog Devices, Inc. across various layers of abstraction in Computer Architecture. I am well-versed in addressing challenges in parallel computer architecture and optimizing the performance of heterogeneous systems. Some of my prior work includes improving memory coherence, hardware acceleration, and optimizing concurrency in multithreaded and parallel computing environments.

news

Nov 05, 2024 Attended MICRO ‘24 in Austin, TX, where our publication “CPElide” was presented.
Jun 20, 2023 Joined ARM in Austin, TX as a Computer Architect!

selected publications

  1. MICRO
    CPElide: Efficient Multi-Chiplet GPU Implicit Synchronization
    Preyesh Dalmia, Rajesh Shashi Kumar, and Matthew D. Sinclair
    In 2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO) , Nov 2024
  2. US Patent
    Cache Synchronization for Chiplet Accelerators
    Preyesh Dalmia, Rajesh Shashi Kumar, and Matthew D. Sinclair
    Sep 2024
    US Patent App. 18/188,209