Xinkui Zhao

Title: Xinkui Zhao: Innovator in Log Parsing Technology

Introduction

Xinkui Zhao is a prominent inventor based in Hangzhou, China. He has made significant contributions to the field of log parsing technology, particularly through his innovative methods that leverage large language models. His work is characterized by a focus on cost-effectiveness and efficiency.

Latest Patents

Xinkui Zhao holds a patent for a "Low-cost and zero-shot online log parsing method based on large language model." This patent outlines a novel approach that begins with extracting log content using regular expressions. It involves matching this content with log templates stored in a database. If the matching is successful, the corresponding log sample is updated. In cases of failure, the method engages in dialogue with a large language model to generate a new log template. This process includes template correction, merging, and splitting, ensuring that the generated templates are capable of effective regular expression matching. The method demonstrates superior word parsing accuracy, speed, and cost efficiency compared to traditional log parsing techniques.

Career Highlights

Xinkui Zhao is affiliated with Zhejiang University, where he continues to advance his research and development in log parsing technologies. His work has garnered attention for its innovative approach and practical applications in various industries.

Collaborations

Xinkui Zhao collaborates with notable colleagues, including Chen Zhi and Liye Cheng, who contribute to his research endeavors and help enhance the impact of his inventions.

Conclusion

Xinkui Zhao's contributions to log parsing technology exemplify the intersection of innovation and practicality. His patented methods not only improve accuracy but also reduce costs, making significant strides in the field. His work continues to influence the development of advanced log parsing solutions.