Xing Tian

Title: Innovations of Inventor Xing Tian

Introduction

Xing Tian is a notable inventor based in Beijing, China. He has made significant contributions to the field of computing systems, holding a total of 3 patents. His work focuses on enhancing application performance and generating high-quality synthetic observability data.

Latest Patents

Xing Tian's latest patents include innovative technologies aimed at improving system monitoring and data generation. One of his patents, titled "Dynamically adjusting tracing decisions based on the collected monitoring data," involves a Tracing Policy Analyzer that detects application availability and performance metrics. This technology utilizes a Bayesian optimization model to output an optimal tracing policy, which is then implemented by a Tracing Level Determination Module. The module computes a tracing level using a k-nearest neighbors algorithm, allowing for efficient application tracing.

Another significant patent is "Generating massive high quality synthetic observability data." This invention focuses on creating high-quality synthetic data for computing systems by collecting traces and logs as a seed dataset. Multiple conditional variational autoencoder (VAE) models are trained to learn the associations between the traces and logs, enabling the generation of synthetic data that retains these associations.

Career Highlights

Xing Tian is currently employed at International Business Machines Corporation (IBM), where he continues to innovate in the field of computing. His work has been instrumental in advancing technologies that improve system performance and data analysis.

Collaborations

Xing Tian collaborates with talented individuals such as Bin Hu and Ke Chen, contributing to a dynamic and innovative work environment.

Conclusion

Xing Tian's contributions to the field of computing through his patents and collaborations highlight his role as a leading inventor. His work continues to influence the development of advanced technologies in the industry.