The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 21, 2023
Filed:
Jul. 29, 2022
Snowflake Inc., Bozeman, MT (US);
Michel Adar, Campbell, CA (US);
Boxin Jiang, Sunnyvale, CA (US);
Qiming Jiang, Redmond, WA (US);
John Reumann, Kirkland, WA (US);
Boyu Wang, Menlo Park, CA (US);
Jiaxun Wu, Sammamish, WA (US);
Snowflake Inc., Bozeman, MT (US);
Abstract
A processing device may analyze a set of time series data using a time series forecasting model comprising an attributes model and a trend detection model. The attributes model may comprise a modified gradient boosting decision tree (GBDT) based algorithm. Analyzing the set of time series data comprises determining a set of features of the set of time series data, the set of features including periodic components as well as arbitrary components. A trend of the set of time series data may be determined using the trend detection model and the set of features and the trend may be combined to generate a time series forecast.