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Accelerating Adobe's Intelligent Service via GPU-based Spark 3.0 and XGBoost

Lei Zhang, Adobe

GTC 2020

In Adobe's Intelligent Services, Journey AI can optimize the delivery of marketing messages. It includes several complex features and advanced machine learning models. With the debut of GPU-based Spark 3.0, the processing speed of these features can be greatly increased. Furthermore, GPU-based XGBoost offers a dramatic acceleration in model training for machine learning features. This talk will briefly introduce Adobe Intelligent Services and provide the evaluation results of GPU-based Spark 3.0 and XGBoost on the acceleration of Adobe's Journey AI.