Sumanth Umesh

University of Michigan–Ann Arbor — United States

Computer Science · Physical Sciences

4h-index145citations4works13.02yr avg
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Research Topics

Parallel Computing and Optimization Techniques(2), Ferroelectric and Negative Capacitance Devices(2), Topic Modeling(1), Natural Language Processing Techniques(1), Low-power high-performance VLSI design(1)

Publications4 total

PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference
2025· 13 citedOpen Access
A survey of techniques for intermittent computing
Journal of Systems Architecture·2020· 29 cited
A survey On hardware accelerators and optimization techniques for RNNs
Journal of Systems Architecture·2020· 50 cited
A survey of spintronic architectures for processing-in-memory and neural networks
Journal of Systems Architecture·2018· 53 cited

Frequent Co-authors

Sparsh Mittal(3), Yufeng Gu(1), Alireza Khadem(1), Ning Liang(1), Xavier Servot(1), Onur Mutlu(1), Ravishankar Iyer(1), Reetuparna Das(1)