Скачать или смотреть ISCA 2021 Keynote 3: The era of Ubiquitoius AI, Pradeep Dubey, Intel

Artificial intelligence (AI) is touching, if not transforming, every aspect of our lives. Fast-evolving AI algorithms are driving demand for general-purpose computing that cannot be met by "business as usual" engineering. At the same time, programmers are often data scientists, not computer scientists; expecting programmers to figure out increasingly complex hardware on their own just doesn't work. Architects are therefore needed more than ever – chip architects to create new processors, systems architects to design new data centers, software architects to design new frameworks, and AI architects to churn out new models and new algorithms. Are we up to the task? Or do we need to augment human architects with AI to meet the challenge?

Speaker: Pradeep K. Dubey is an Intel Senior Fellow and director of the Parallel Computing Lab, a part of the Intel Labs organization at Intel Corporation. He leads a team of top researchers focused on state-of-the-art research in parallel computing. Dubey and his team are responsible for defining computer architectures that can efficiently handle emerging machine learning/artificial intelligence, traditional HPC applications for data-centric computing environments, and deriving product differentiation opportunities for Intel's CPU and GPU processing platforms. Dubey previously worked at IBM's T.J. Watson Research Center. Dubey has made significant contributions to the design, architecture and application performance of various microprocessors, including the IBM Power PC, the Intel386™, Intel486™, Intel® Pentium®, and Intel Xeon® processors. He holds 36 patents and has published more than 100 peer-reviewed technical papers. In 2012, Dubey was honored with an Intel Achievement Award for breakthroughs in parallel computing research, and was honored with the Outstanding Electrical and Computer Engineer Award from Purdue University in 2014. Dubey holds a Ph.D. in electrical engineering from Purdue University. He is also a Fellow of IEEE.