Training large foundation models means wrestling with infrastructure orchestration, hardware failures at scale, and idle GPUs.
Join specialist solutions architects from AWS and Qumulo to see how SageMaker HyperPod and Qumulo Cloud Data Fabric solve these challenges together, including a joint experiment that trained AI in a remote region without pre-copying data, eliminating the cross-region performance penalty entirely.