Converged Computing: A Best of Both Worlds of High-Performance Computing and Cloud
Vanessa Sochat, Daniel J. Milroy, Claudia Misale, Jakob Luettgau, Evan F. Bollig, William Magro · Computing in Science & Engineering · 2024
Collaboration between Cloud and High Performance Computing (HPC) communities has accelerated in the last half decade. A common goal to run batch workloads combined with a desire for reproducibility, automation, and optimization has led to successful projects that range from container technologies to workload management and security. This span of current and future work defines a novel “Converged Computing” paradigm that aims to combine the best of both worlds, both from a technological and cultural standpoint. In this Special Issue, we review common themes in the space, showcasing current work and encouraging a continued effort toward innovative ideas that will enable the next generations of scientific discovery.