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Architecture

Last Updated: Aug 13, 2018

The following figure shows the architecture of the Machine Learning Platform for AI.

  • The bottom layer is the infrastructure layer that consists of CPU and GPU clusters.

  • The second layer from the bottom is the Alibaba computing framework, which includes MapReduce, SQL, MPI, and other computing methods.

  • The layer in the middle is the model algorithm layer, which includes the data preprocessing, feature engineering, and machine learning algorithm and other basic components to help users complete certain fundamental jobs.

  • The top layer is the application layer. The data mining of Alibaba internal search, recommendation, Ant Financial and other projects depends on the Machine Learning Platform for AI.