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. 02, 2021
Filed:
Jan. 22, 2019
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Carlo Aldo Curino, Woodinville, WA (US);
Konstantinos Karanasos, San Francisco, CA (US);
Subramaniam Venkatraman Krishnan, Santa Clara, CA (US);
Christopher William Douglas, Mountain View, CA (US);
Sriram S Rao, Saratoga, CA (US);
Andrew F Chung, Pittsburgh, PA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
Described herein is a system and method for ranking and/or taking an action regarding execution of jobs of a shared computing cluster based upon predicted user impact. Information regarding previous executions of a plurality of jobs is obtained, for example, from job execution log(s). Data dependencies of the plurality of jobs are determined. Job impact of each of the plurality of jobs as a function of the determined data dependencies is calculated. User impact of each of the plurality of jobs as a function of the determined data dependencies, the calculated job impact, and time is calculated. The plurality of jobs are ranked in accordance with the calculated user impact. An action is taken in accordance with the ranking of the plurality of jobs. The action can include automatic scheduling of the jobs and/or providing information regarding the rankings to a user.