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US Patent 11893384 Refactoring and/or rearchitecting source code using machine learning

Patent 11893384 was granted and assigned to Google on February, 2024 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
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Patent attributes

Patent Applicant
Google
Google
0
Current Assignee
Google
Google
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
118933840
Patent Inventor Names
Joshua Howland0
Bin Ni0
Date of Patent
February 6, 2024
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Patent Application Number
176689740
Date Filed
February 10, 2022
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Patent Citations
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US Patent 10853060 Software refactoring systems and methods
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US Patent 10846083 Semantic-aware and self-corrective re-architecting system
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US Patent 11042369 Systems and methods for modernizing and optimizing legacy source code
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Patent Primary Examiner
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Phillip H Nguyen
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CPC Code
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G06N 3/10
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G06F 8/72
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Patent abstract

Implementations are described herein for leveraging machine learning to automate source code refactoring and/or rearchitecting. In various implementations, one or more ground truth boundaries may be removed from one or more boundaried source code files to produce one or more boundary-less source code files. One or more of the boundary-less source code files may be processed using a machine learning model to predict one or more candidate boundaries for reintroduction into the one or more boundary-less source code files. The one or more ground truth boundaries may be compared with the one or more predicted candidate boundaries. The machine learning model may be trained based on the comparing.

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