This inventor holds 2 USPTO granted patents and 1 published patent application. Top assignee: Sap Se. Active years: 2022-2023.
Company Filing History:
Years Active: 2022-2023
Title: Innovator Yangchun Deng: Pioneering Anomaly Detection and Machine Learning Solutions
Introduction
Yangchun Deng is a distinguished inventor based in Shanghai, China. With two patents to his name, he has made significant contributions in the fields of cloud applications and machine learning. His innovative solutions enhance performance monitoring and issue recommendation systems, which are essential in today's digital landscape.
Latest Patents
Yangchun Deng's latest patents showcase his expertise in anomaly detection and machine learning applications. The first patent focuses on anomaly detection for cloud applications. It describes a method where requests are executed by a cloud computing environment, during which performance metrics are monitored. A vector is then generated to encapsulate information about the request and its performance metrics. After execution, each request is classified into either a normal or abnormal request cluster based on proximity to the mean vector of its respective cluster. Additionally, data can be provided to characterize the requests assigned to the abnormal cluster.
The second patent addresses issues recommendation using machine learning. In this invention, a query requests relevant issues for a user. A plurality of responsive issues is retrieved and first ranked using a machine learning model, forming a first subset. This subset is then re-ranked by a second machine learning model to create a second subset, which can be provided to the user as part of the response. This innovative approach promises to improve the efficiency and accuracy of issue resolution.
Career Highlights
Yangchun Deng is currently employed at SAP SE, a global market leader in enterprise application software. His innovative work within the organization has led to breakthrough developments in cloud computing and machine learning technologies, positioning him as an influential figure in the tech industry.
Collaborations
During his career, Yangchun has collaborated with notable colleagues, including Deng Feng Wan and Zuxing Wang. These collaborations have further enriched his research and development efforts, allowing for a synergistic approach to tackling complex technological challenges.
Conclusion
In conclusion, Yangchun Deng stands out as a visionary inventor whose work in anomaly detection and machine learning enhances cloud applications' performance. His contributions at SAP SE and through his patents will undoubtedly have lasting impacts on technology, paving the way for future innovations in the field.