/Data Base System And Method For Generating A K Means Model
Abstract

A database system includes a query and response sub-system including a computing device cluster of pluralities of computing device clusters that includes a plurality of computing devices where a first computing device of the plurality of computing devices includes a plurality of computing nodes. A first computing node includes a first plurality of processing core resources of pluralities of processing core resources of the database system. A set of computing nodes is operable to obtain a query that includes an optimized K means model generation operation, determine K means model parameters, generate a query execution plan based on the optimized K means model generation operation and the K means model parameters, and provide corresponding portions of the query execution plan to corresponding processing core resources of the pluralities of processing core resources to execute the query execution plan and store a generated K means model.

Full Text

What is claimed is:

A database system includes a query and response sub-system including a computing device cluster of pluralities of computing device clusters that includes a plurality of computing devices where a first computing device of the plurality of computing devices includes a plurality of computing nodes. A first computing node includes a first plurality of processing core resources of pluralities of processing core resources of the database system. A set of computing nodes is operable to obtain a query that includes an optimized K means model generation operation, determine K means model parameters, generate a query execution plan based on the optimized K means model generation operation and the K means model parameters, and provide corresponding portions of the query execution plan to corresponding processing core resources of the pluralities of processing core resources to execute the query execution plan and store a generated K means model.
Timeline
Filed
06/02/2026
Published
09/24/2026
Granted
Not Available
IPC Codes(3)
G06F 16/2453:Query optimisation
G06F 16/28:Databases characterised by their database models, e.g. relational or object models
G06N 20/00:Machine learning