Murali Emani

A survey of techniques for optimizing transformer inference

Krishna Teja Chitty-Venkata, Sparsh Mittal, Murali Emani et al. · Journal of Systems Architecture · 2023 · 111 citations · Full text

Model Optimization, Engineering, Machine Learning +4

Neural Architecture Search for Transformers: A Survey

Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath et al. · IEEE Access · 2022 · 89 citations · Full text

Natural Language Processing, Large Ai Model, Convolutional Neural Network +15

FAIR for AI: An interdisciplinary and international community building perspective

E. A. Huerta, Ben Blaiszik, L. Catherine Brinson et al. · Scientific Data · 2023 · 74 citations · Full text

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics

Maxim Zvyagin, Alexander Brace, Kyle Hippe et al. · The International Journal of High Performance Computing Applications · 2023 · 74 citations · Full text

Evolutionary Landscape, Engineering, Language Evolution +16

Smart, adaptive mapping of parallelism in the presence of external workload

Murali Emani, Zheng Wang, Michael O’Boyle · 2013 · 62 citations

Cluster Computing, Engineering, Adaptive Mapping +20