Shuai Hua

Title: The Innovations of Shuai Hua

Introduction

Shuai Hua is an accomplished inventor based in Hopkinton, MA (US). He has made significant contributions to the field of data protection systems through his innovative patent. His work focuses on enhancing the efficiency of data access and storage.

Latest Patents

Shuai Hua holds a patent for an invention titled "Intelligent cache warm-up on data protection systems." This system identifies multiple data blocks in a workload stored in slow access persistent storage. It copies these data blocks to fast access persistent storage. Once the speed of accessing the workload satisfies a predetermined threshold, the system annotates some remaining data blocks with a cache label. It derives features for some data blocks in the workload based on corresponding bits set and/or timestamps. The system utilizes cache labels and features to train a machine-learning model that predicts which data blocks will remain in fast access persistent storage after the workload access meets the threshold. Additionally, it derives features for data blocks requested from the production workload and copies the requested data block to production fast access persistent storage if the trained model predicts that it will remain there after the production workload access satisfies the threshold.

Career Highlights

Shuai Hua is currently employed at EMC IP Holding Company LLC, where he continues to innovate in the field of data protection. His work has garnered attention for its practical applications and potential to improve data management systems.

Collaborations

Shuai has collaborated with notable colleagues, including Yong Colin Zou and Wenhao Hu. Their combined expertise contributes to the advancement of technology in their field.

Conclusion

Shuai Hua's contributions to data protection systems through his innovative patent demonstrate his commitment to enhancing technology. His work not only reflects his expertise but also has the potential to impact the industry significantly.