학술논문
Keynote 2: Into the world of Exascale Computing & Beyond – India's opportunity
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Conference
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Source
2022 IEEE 29th International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW) HIPCW High Performance Computing, Data and Analytics Workshop (HiPCW), 2022 IEEE 29th International Conference on. :5-5 Dec, 2022
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Language
Abstract
Exascale HPC systems are paving the way to Al-driven HPC research, enabling a new class of data-driven models for solving scientific problems. In this talk, I will highlight a few examples of such Aldriven HPC applications, describe the recent trends in exascale systems and explain the challenges involved in delivering best performance for these applications on such computing platforms. Next, I will describe how one can systematically optimize HPC applications like GNN, Scanpy and QCD on singlecore, multi-core, multi-numa and multi-node systems. Finally, I will share my thoughts on how India can become a global leader in this field by creating interdisciplinary moonshots, bringing academic institutes and industry together for research and building exascale infrastructure, curriculum and skillset.