Company Filing History:
Years Active: 2022-2024
Title: Innovations by Inventor Lu An: Pioneering Log Anomaly Detection
Introduction: Lu An, a remarkable inventor situated in Raleigh, NC, has made substantial contributions to the field of computer science through her innovative patents. With a total of five patents to her name, her work primarily focuses on enhancing operations within artificial intelligence technologies.
Latest Patents: Among her latest innovations is a patent titled "Log Anomaly Detection in Continuous Artificial Intelligence for IT Operations." This patent outlines a computer-implemented method, along with a corresponding computer program product and system, which aims to identify anomalies within log messages. The patented method involves comparing statistical distribution metrics of entities within a windowed log to a real-time statistical model. When discrepancies arise, the log is tagged as an anomaly, triggering alerts to users based on the severity level of the anomaly.
Another noteworthy patent she holds is "Identifying Log Anomaly Resolution from Anomalous System Logs." This innovation introduces a knowledge base linking incidents to historical anomalous logs, allowing for the identification and resolution of run-time anomalous log lines. By predicting the category of these lines and recommending suitable resolutions, this system enhances operational efficiency in managing system anomalies.
Career Highlights: Lu An is affiliated with the International Business Machines Corporation (IBM), where she has been instrumental in advancing cutting-edge technologies. Her expertise and innovative mind play a crucial role in helping IBM develop robust solutions for log management and anomaly detection in AI operations.
Collaborations: Throughout her career, Lu has collaborated with notable colleagues, including Anbang Xu and Gary I. Givental. Together, they contribute to IBM's mission of delivering innovative technology solutions, further solidifying their impact in the tech industry.
Conclusion: Lu An stands out as a prominent inventor whose work in log anomaly detection has the potential to transform IT operations. Her inventive spirit and technical expertise continue to drive significant advancements at IBM, making her a valuable asset in the realm of artificial intelligence and system management.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.