TRINITY: IN-DATABASE NEAR-DATA MACHINE LEARNING ACCELERATION PLATFORM FOR ADVANCED DATA ANALYTICS

The ability to perform machine learning (ML) tasks in a database management system (DBMS) is a new paradigm for conventional database systems as it enables advanced data analytics on top of well-established capabilities of DBMSs.However, the integration of ML in DBMSs introduces new challenges in traditional CPU-based systems because of its higher

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