GTC 2020: Accelerating Adobe’s Intelligent Service via GPU-based Spark 3.0 and XGBoost

GTC 2020 S22661
Presenters: Lei Zhang,Adobe
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.

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