Ming Li

Title: Innovator Ming Li: Pioneering Data Solutions in Sammamish, WA

Introduction

Ming Li, an inventor based in Sammamish, WA, has made significant contributions in the field of data aggregation and anomaly detection. With a total of two patents to his name, his work plays a crucial role in advancing how data is analyzed and utilized in various technological applications.

Latest Patents

Ming Li's latest patents demonstrate his innovative approach to solving complex data-related challenges. One of his notable inventions is an anomaly detection system that employs enhanced data aggregation techniques. This system allows users to define specific subsets of multiple variable columns within an aggregation table. Users can generate rules that target particular data columns rather than applying changes across entire tables. Additionally, the system incorporates a sliding time window feature and an occurrence threshold, enabling more refined an accurate analysis of anomaly detection.

Another significant patent focuses on optimizing pipelining result sets with fault tolerance in distributed query execution. This method divides distributed computing jobs into manageable sections, referred to as "bubbles," which can be executed independently and in parallel. This structure not only improves resource utilization but also offers a mechanism for recovering from computational failures by using durable storage for intermediate results. The combination of intra- and inter-bubble communication enhances the efficiency and reliability of data processing.

Career Highlights

Ming Li is currently employed at Microsoft Technology Licensing, LLC, where he contributes his expertise in data processing and analytics. His insights and innovative solutions have positioned him as a valuable asset in the tech industry. Over his career, he has focused on creating systems that enhance the user experience by improving data analysis methodologies.

Collaborations

In his journey as an inventor, Ming has collaborated with notable colleagues, including Ge Wang and Lingwei Li. Working alongside such accomplished individuals has enabled him to combine knowledge and skills, pushing the boundaries of data technology and innovation.

Conclusion

Ming Li's dedication to advancing data aggregation and anomaly detection technologies highlights the importance of innovation in the tech industry. His patents serve as testament to his skills and vision, paving the way for more effective data analysis methods in various applications. As he continues to develop solutions at Microsoft Technology Licensing, LLC, the impact of his work is sure to be felt across the industry.