Zihan Jiang

Title: Zihan Jiang: Innovator in Predictive Autoscaling Technology

Introduction

Zihan Jiang is a notable inventor based in Foster City, CA (US). He has made significant contributions to the field of resource utilization forecasting, particularly in the context of predictive autoscaling. His innovative approach has the potential to enhance the efficiency of container-based clusters.

Latest Patents

Zihan Jiang holds a patent titled "Resource utilization forecasting for predictive autoscaling." This patent outlines techniques for predictive autoscaling, which include determining resource utilization metrics for multiple instances of a service running in a container-based cluster over time. The method involves applying a smoothing filter to these metrics, adjusting them by a nominal value, and calculating ratio metrics. A machine learning model is then used to predict future resource utilization, allowing for automatic adjustments to the configuration of the container-based cluster.

Career Highlights

Zihan Jiang is currently employed at Intuit, Inc., where he applies his expertise in predictive technologies. His work focuses on improving resource management and operational efficiency within the company's services. With a patent portfolio that includes 1 patent, he has established himself as a key player in the field of technology innovation.

Collaborations

Zihan collaborates with talented colleagues, including Xiaotang Shao and Hui Luo. Their combined efforts contribute to the advancement of innovative solutions in their respective areas of expertise.

Conclusion

Zihan Jiang's work in predictive autoscaling represents a significant advancement in resource management technology. His contributions are poised to make a lasting impact on the efficiency of container-based systems.