Company Filing History:
Years Active: 2023
Title: Innovations by Guo Ran Sun: Leading the Way in Anomaly Detection
Introduction
Guo Ran Sun is an accomplished inventor based in Beijing, China. He has made significant contributions to the field of technology, particularly in computerized anomaly detection. With a total of two patents to his name, Sun is recognized for his innovative approaches that leverage advanced machine learning techniques.
Latest Patents
Sun's latest inventions focus on enhancing the efficiency and accuracy of anomaly detection systems. His first patent, titled "Machine Logic for Performing Anomaly Detection," describes a technology that employs a multi-layer anomaly detection method. This method includes three layers: (a) a baseline model for individual features at single points, (b) a dynamic time window for analyzing historical data, and (c) correlation analysis among different features of models.
His second patent, "Automatic Anomaly Detection," introduces a method that generates vectors representing words from various documents related to information technology (IT) systems. This method clusters the vectors to identify clusters that contain grouped vectors. By focusing on a specific cluster, the method generates feature representations based on the words within the clustered vectors, ultimately training a machine learning model to recognize anomalies within IT systems.
Career Highlights
Guo Ran Sun is currently affiliated with International Business Machines Corporation (IBM), a global leader in technology and innovation. His work at IBM allows him to collaborate with other experts in the field, further advancing the capabilities and applications of anomaly detection technology.
Collaborations
Sun has collaborated with talented colleagues such as Wei Liu and Ke Wei Wei. These partnerships enable a rich exchange of ideas and expertise, driving the development of cutting-edge solutions in their industry. Such collaborations underscore the importance of teamwork in fostering innovative advancements.
Conclusion
With his two patents and ongoing work at IBM, Guo Ran Sun continues to push the boundaries of technology in anomaly detection. His innovative methods and collaborative spirit not only contribute to the field but also inspire new generations of inventors. As he forges ahead, the impact of his work is likely to be felt across various technology sectors.