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:
Jan. 14, 2025
Filed:
Jun. 15, 2023
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Yuanyuan Tian, San Jose, CA (US);
Hanxian Huang, El Cerrito, CA (US);
Rana Alotaibi, Redmond, WA (US);
Tarique Ashraf Siddiqui, Redmond, WA (US);
Jyoti Leeka, Sunnyvale, CA (US);
Jesus Camacho Rodriguez, Sunnyvale, CA (US);
Carlo Aldo Curino, Woodinville, WA (US);
Microsoft Technology Licensing, LLC., Redmond, WA (US);
Abstract
Systems and methods for characterizing and forecasting evolving query workloads. The method includes receiving a query, the received query including a parameter value and an arrival time; identifying the query as a recurrent query; extracting a query template from the received query by parsing the received query; based at least on the identifying, generating a feature vector for the received query, the feature vector generated based on the extracted template and the parameter value; and forecasting a future query based on the generated feature vector by applying a neural network.