System und Verfahren zur Modell- und Merkmalsüberwachung

Details

Veröffentlichungs-Nr.

EP4760540

Anmeldetag

9. Dezember 2025

Veröffentlichung

17. Juni 2026

Rechtsraum

EP

Abstract

This system and method described herein provide for efficient monitoring of machine learning models in a data warehouse toolset integrated with a cloud platform. Computation of statistics and anomalies for training data and serving data for the machine learning models may be distributed across physical shards in the data warehouse. Computed results may be converted to a format compatible with external platforms. Model monitoring may be supported using table valued functions (TVFs) to compute descriptive statistics of data and to compute the feature distribution difference between two different pieces of data, a scalar function to validate statistics, and an internal task handler to parse monitoring statistics results and save it as a job to make it visualizable.

Anmelder

Firma

Google LLC

Land

🇺🇸 USA