Dispelling the Top 5 Myths of Cloud HPC- Introduction: Myth #1 HPC is a Niche Application
Blog post from Rescale
High-performance computing (HPC) is becoming increasingly mainstream, challenging outdated misconceptions about its accessibility and efficiency, particularly in the cloud. Historically considered a niche application limited to specialized scientific use, HPC has expanded significantly due to growing demands for simulation, modeling, and AI/ML capabilities. This expansion is reflected in the HPC market's valuation of $46.4 billion, with cloud platforms making HPC more accessible and cost-effective for a broad range of applications across various industries. The integration of AI and ML technologies with HPC is seen as a driver of innovation and competitive advantage, necessitating access to advanced GPU and CPU architectures. This shift has allowed organizations to pursue computational goals more efficiently, contributing to research breakthroughs and product development. As cloud-based HPC continues to evolve, it is crucial for organizations to revisit previous IT assumptions and embrace the benefits of cloud infrastructure in meeting modern computational demands.