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:
Jul. 28, 2020
Filed:
Dec. 11, 2018
Huazhong University of Science and Technology, Wuhan, Hubei, CN;
Huazhong University of Science and Technology, Wuhan, CN;
Abstract
The present invention relates to a method of memory estimation and configuration optimization for a distributed data processing system involves performing match between an application data stream and a data feature library, wherein the application data stream has received analysis and processing on conditional branches and/or loop bodies of an application code in a Java archive of the application, estimating a memory limit for at least one stage of the application based on the successful matching result, optimizing configuration parameters of the application accordingly, and acquiring static features and/or dynamic features of the application data based on running of the optimized application and performing persistent recording. Opposite to machine-learning-based memory estimation that does not ensure accuracy and fails to provide fine-grained estimation for individual stages, this method uses application analysis and existing data feature to estimate overall memory occupation more precisely and to estimate memory use of individual job stages for more fine-grained configuration optimization.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile