Automating Distributed Heterogeneous Computing for Domain Experts

Explore a comprehensive lecture on automating distributed heterogeneous computing for domain experts. Delve into the challenges and opportunities presented by extreme heterogeneity in hardware and the increasing demand for high-level programming languages in AI and data analytics. Examine new approaches to enhance productivity and programmability of future HPC systems, focusing on recent research from the Habanero Extreme Scale Software Research Laboratory. Gain insights into innovative compiler and runtime techniques aimed at simplifying distributed heterogeneous computing for Python-level domain experts. Learn about the implications of these advancements for the future of high-performance computing systems in this 56-minute talk by Vivek Sarkar, recorded at SPCL_Bcast on September 15, 2022.