AUTOMATICALLY OPTIMIZING ANALYTICS DATABASE SERVER

摘要

A system and method for automatically optimized statistical analysis by computer is disclosed. Given a programmatic definition of the data model, the system generates, manages, and interfaces optimized computer code for use by higher level client applications. The method by which the computer generated code is transparently compiled and linked for remote access by clients provides near peak numerical efficiency without any human optimization in the client space. The configuration of model subsystems is designed to allow flexible general purpose analytics as well as specialized machine learning through optimizing feedback mechanisms.

主权项

1. In a server computer, an optimized database analytics method comprising:
storing a data model in memory in the server, the data model including a programmatically defined structure; selecting a target programming language; providing an API access layer for a client to access the server, wherein the API access layer includes a base client library implemented in the target programming language; generating a model specific interface library that is conformant with a syntax of the target programming language and that matches the defined structure of the stored data model; adding the model specific interface library to the API access layer for use by the client to interact with the data model using the target programming language; coding the defined structure of the stored data model to form at least one internal source code file; and compiling the internal source code file into native machine code for linking into a function table associated with the data model so that operations expressed by the client in the target programming language may be executed utilizing native machine code on the server in response to client requests received via the API access layer.