Hua Peng

Title: Innovations of Hua Peng in Data Replication

Introduction

Hua Peng is a notable inventor based in Chengdu, China. He has made significant contributions to the field of data replication through his innovative patent. His work focuses on utilizing reinforcement learning techniques to enhance the efficiency of data transfer between storage systems.

Latest Patents

Hua Peng holds a patent titled "Data replication using reinforcement learning to dynamically initiate transfer of replication data." This patent presents techniques for data replication that leverage reinforcement learning to initiate the transfer of replication data dynamically. The method involves obtaining a state for transferring replication data from a first storage system to a second storage system. This state includes the amount of replication data to be transferred. The process assigns a reward value to previously completed replication sessions based on whether they meet a designated data recovery objective. Furthermore, it determines a start time for transferring the replication data using a reinforcement learning framework, which is based on the assigned reward values. The transfer of replication data is then initiated at the determined start time.

Career Highlights

Hua Peng is currently employed at Dell Products Inc., where he continues to innovate in the field of data management and replication. His work at Dell has allowed him to apply his research in practical applications, contributing to the company's advancements in technology.

Collaborations

Hua collaborates with talented colleagues such as Si Zhang and Jeff Jianfei Yang. Their combined expertise fosters a creative environment that enhances the development of innovative solutions in data replication.

Conclusion

Hua Peng's contributions to data replication through his patent demonstrate his commitment to advancing technology in this field. His innovative approach using reinforcement learning sets a new standard for efficient data transfer methods.