A survey of spintronic architectures for processing-in-memory and neural networks. - Sumanth Umesh; Sparsh Mittal (J. Syst. Archit., 2019)

A survey On hardware accelerators and optimization techniques for RNNs. - Sparsh Mittal; Sumanth Umesh (J. Syst. Archit., 2021)

A survey of techniques for intermittent computing. - Sumanth Umesh; Sparsh Mittal (J. Syst. Archit., 2021)

PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference. - Yufeng Gu; Alireza Khadem; Sumanth Umesh; Ning Liang; Xavier Servot; Onur Mutlu; Ravi R. Iyer 001; Reetuparna Das (ASPLOS (2), 2025)