Ebook
VAST Data Platform for Deep Learning
The VAST Data Platform for Deep Learning addresses the challenges of modern AI workloads by delivering a unified, scalable, high-performance data infrastructure purpose-built for deep learning environments. It overcomes typical enterprise NAS limitations and HPC complexity by providing a Disaggregated Shared-Everything (DASE) architecture that supports parallel file access and GPU-optimized storage performance, enabling training of generative AI models and neural networks on massive unstructured datasets at scale. Overall, VAST delivers a new platform that enables enterprises to manage and train deep learning models efficiently on massive proprietary datasets, simplifying infrastructure and accelerating AI innovation beyond typical storage solutions.