Ye Eun Park

Title: Ye Eun Park - Innovator in Distributed Data Processing

Introduction

Ye Eun Park is an accomplished inventor based in Seattle, WA (US). She has made significant contributions to the field of data processing, particularly in the area of distributed histogram computation. Her innovative work has implications for how large data sets are managed and analyzed.

Latest Patents

Ye Eun Park holds a patent for a "Distributed histogram computation framework using data stream sketches and samples." This patent outlines methods for distributed histogram computation that utilize data stream sketches and samples. The framework allows for the scanning and processing of large data sets without sorting, enabling the generation of local sketches and value samples for each distribution. These local sketches are then used to construct local histograms, which facilitate cardinality estimates for query plan generation against distributions. The framework also allows for the merging of local statistics to create a global histogram that represents the entire data set. This global histogram is essential for determining cardinality estimations for incoming queries. Additionally, the framework accommodates the addition of new data, ensuring that the global histogram remains accurate and up-to-date.

Career Highlights

Ye Eun Park is currently employed at Microsoft Technology Licensing, LLC, where she continues to innovate in the field of data processing. Her work has been instrumental in advancing the capabilities of distributed computing systems.

Collaborations

Throughout her career, Ye Eun Park has collaborated with notable colleagues, including Sumeet Priyadarshee Dash and Arnd Christian König. These collaborations have further enriched her contributions to the field.

Conclusion

Ye Eun Park is a pioneering inventor whose work in distributed histogram computation is shaping the future of data processing. Her innovative approaches are essential for managing large data sets efficiently and effectively.