Minimizing Job Failures and Maximizing Spot Utilization

One of Qubole’s customers—a large enterprise cloud content management company—runs several sophisticated Machine Learning (ML) predictive models daily for its retail clients. These models use large volumes of data. A necessary prerequisite is to prepare the data for training and running these ML models. In this three-part journey, we tell you how the customer leveraged the Qubole data lake platform to resolve issues faster and ensure the job ran reliably with the best performance possible.