Mittal, Sparsh

A Survey of CPU-GPU Heterogeneous Computing Techniques

Mittal, S., & Vetter, J. S. (2015) · ACM Computing Surveys

Parallel Computing and Optimization TechniquesDistributed and Parallel Computing Systems

Cited by 568

A survey of techniques for optimizing deep learning on gpus

Mittal, S., & Vaishay, S. (2019) · Journal of Systems Architecture

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 197

A survey on modeling and improving reliability of DNN algorithms and accelerators

Mittal, S. (2020) · Journal of Systems Architecture

Radiation Effects in ElectronicsDistributed systems and fault tolerance

Cited by 175

A Survey of Techniques for Optimizing Transformer Inference

Chitty-Venkata, K. T., Mittal, S., Emani, M., Vishwanath, V., & Somani, A. K. (2023) · Journal of Systems Architecture

Advanced Neural Network ApplicationsTopic Modeling

Cited by 154

A survey on hardware security of DNN models and accelerators

Mittal, S., Gupta, H., & Srivastava, S. (2021) · Journal of Systems Architecture

Security and Verification in ComputingAdversarial Robustness in Machine Learning

Cited by 47