SC22 Proceedings

The International Conference for High Performance Computing, Networking, Storage, and Analysis

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Invited Talk: Heterogeneous Computing Challenges and Opportunities


Workshop: Workshop on Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems (ScalAH'22)

Authors: Kirk Jordan (IBM TJ Watson Research Center)


Abstract: This is a particularly disruptive time for the development of future computing systems, and the next 10 years will see some very fundamental shifts in how those systems are architected and deployed. With the emergence of Heterogeneous Computing including AI and Quantum, we are seeing an explosive growth in computational techniques be supported on future computing systems and in computing solutions to support those techniques. In this talk we will present those opportunities and challenges, and we’ll offer thoughts on the implications for future systems designs both at the hardware and software levels.


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