Xu Che

Title: Xu Che: Innovator in Synthetic Data Generation and Wireless Optimization

Introduction

Xu Che is a prominent inventor based in San Mateo, CA (US), known for his contributions to the fields of synthetic data generation and wireless optimization. With a total of 5 patents to his name, Xu has made significant strides in developing innovative solutions that leverage data-driven approaches.

Latest Patents

Xu Che's latest patents include groundbreaking work in two key areas. The first patent focuses on "On Demand Synthetic Data Matrix Generation," which presents a data-driven approach to generating synthetic data matrices. This method involves retrieving historical network traffic data to create probabilistic models. The optimal distribution families for a set of independent data segments are determined, and applications are tested with performance metrics based on the generated synthetic data matrices.

The second patent is titled "Automatic Performance Monitoring and Health Check of Learning Based Wireless Optimization Framework." This invention collects network traffic data associated with computer applications based on static policies. It generates first network parameter vectors over a specified time period, which comprise optimal values estimated by a Bayesian learning module using a generative model. Additionally, second network parameter vectors are generated, which include optimal values computed by a best parameter generator through optimizing an objective function. The invention determines whether the first network parameter vectors converge to the second and assesses the normal performance of network parameter optimization.

Career Highlights

Throughout his career, Xu Che has worked with notable companies, including Salesforce.com, Inc. and Salesforce, Inc. His experience in these organizations has contributed to his expertise in data-driven technologies and optimization frameworks.

Collaborations

Xu has collaborated with talented individuals such as Tejaswini Ganapathi and Satish Raghunath, further enhancing his innovative projects and research.

Conclusion

Xu Che stands out as a leading inventor in the realm of synthetic data generation and wireless optimization. His innovative patents and career achievements reflect his commitment to advancing technology and improving data-driven solutions.