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:
Aug. 22, 2023
Filed:
Jan. 08, 2020
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Jinchao Li, Redmond, WA (US);
Yu Wang, Redmond, WA (US);
Karan Srivastava, Seattle, WA (US);
Jianfeng Gao, Woodinville, WA (US);
Prabhdeep Singh, Newcastle, WA (US);
Haiyuan Cao, Redmond, WA (US);
Xinying Song, Bellevue, WA (US);
Hui Su, Bellevue, WA (US);
Jaideep Sarkar, Redmond, WA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
Generally discussed herein are devices, systems, and methods for scheduling tasks to be completed by resources. A method can include identifying features of the task, the features including a time-dependent feature and a time-independent feature, the time-dependent feature indicating a time the task is more likely to be successfully completed by the resource, converting the features to feature values based on a predefined mapping of features to feature values in a first memory device, determining, by a gradient boost tree model and based on a first current time and the feature values, a likelihood the resource will successfully complete the task, and scheduling the task to be performed by the resource based on the determined likelihood.