公开(公告)号：US20240362196A1

公开(公告)日：2024-10-31

申请号：US18490586

申请日：2023-10-19

Applicant: Snowflake Inc.

Inventor： Sandeep Narendra Gupta ,  Qiming Jiang

IPC: G06F16/22 ,  G06F16/242 ,  G06F16/2455

CPC classification number: G06F16/2282 ,  G06F16/2448 ,  G06F16/24568

Abstract: Provided herein are systems and methods for real-time feature store configuration. The method includes decoding raw data received from a data source to obtain decoded raw data. The decoded raw data includes streaming data and batch data. An incremental computation of features associated with the decoded raw data is performed using at least one dynamic table object. The features are pushed to a feature store using at least one triggered task. Optionally, training of a machine learning model is performed using the features in the feature store.