METHODS AND SYSTEMS FOR INTEGRATING MACHINE LEARNING/ANALYTICS ACCELERATORS AND RELATIONAL DATABASE SYSTEMS

摘要

A method for database management is disclosed. The method may include receiving an algorithm from a user. Based on the algorithm, a hierarchical dataflow graph (hDFG) may be generated. The method may further include generating an architecture for a chip based on the hDFG. The architecture for a chip may retrieve a data table from a database. The data table may be associated with the architecture for a chip. Finally, the algorithm may be executed against the data table, such that an action included in the algorithm is performed.