Akash Dutta

I am a PhD student working at the intersection of compilers and deep learning. The primary of focus of my PhD research is to use and adapt deep learning for auto-tuning, compiler and performance optimizations.

During my time at AMD as an intern, I have worked extensively on analyzing performance bottlenecks of host-device OpenMP GPU applications on the latest AOMP compilers.

Publications

Akash Dutta, Jordi Alcaraz, Ali TehraniJamsaz, Anna Sikora, Eduardo Cesar and Ali Jannesari, "Performance Optimization using Multimodal Modeling and Heterogeneous GNN," 32nd International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2023), Orlando, Florida, June 20-23, 2023.