The Fast-changing, Symbiotic Evolution of HPC And AI

For decades, scientific discovery has been fueled by investments in High Performance Computing (HPC). Whether in research fields, such as climate modeling, astrophysics, or genomics, or commercial endeavors, such as engineering, oil exploration, or pharmaceuticals, HPC has been deployed to help scientists and engineers reach their next insights and innovations sooner, and to make the once-impossible possible.

While the need for scientific advancement does not wane, the computing tools that comprise HPC have evolved over multiple generations. Monolithic supercomputers gave way to modular clusters of servers, open-source Linux displaced proprietary versions of Unix, and cloud computing emerged to complement on-premises data centers. Applications themselves have also evolved: “Big Data” analytics introduced a new dimension of data-driven computing. HPC has been changed by all these trends, yet the need for HPC has persisted.

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