
Ray Jobs on Amazon SageMaker HyperPod: Implementation of Distributed and Resilient Artificial Intelligence.
The increasing demand for computational capacity in the technological field has been driven by the training and inference of fundamental models (FM), which require extensive use of accelerated computing for their effectiveness. Traditional computing infrastructures show limitations in meeting this need, leading to the development of new solutions that optimize workload distribution among servers equipped with GPUs. In this scenario,