This inventor holds 1 USPTO granted patent. Top assignee: National University of Defense Technology. Active years: 2022.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2022
Title: Innovations by Hui Guo in Data Structure-Aware Prefetching
Introduction
Hui Guo is an accomplished inventor based in Hunan, China. She has made significant contributions to the field of graphics processing units (GPUs) through her innovative patent. Her work focuses on enhancing the efficiency of data access in graph computations, which is crucial for various applications in computer science and engineering.
Latest Patents
Hui Guo holds a patent titled "Data structure-aware prefetching method and device on graphics processing unit." This invention introduces a method that involves acquiring information for a memory access request, where a monitoring processor checks a graph data structure and read data. The method utilizes a breadth-first search approach to generate four corresponding vector prefetching requests, which are then stored in a prefetching request queue. The device associated with this patent includes a data prefetching unit distributed across each processing unit, connected to a memory access monitor, a response FIFO, and a primary cache of a load/store unit. This innovative approach allows for more accurate and efficient data prefetching during graph traversal, ultimately improving GPU performance in solving graph computation problems.
Career Highlights
Hui Guo is affiliated with the National University of Defense Technology, where she continues to advance her research and development in the field of GPU technology. Her work has garnered attention for its practical applications and potential to enhance computational efficiency.
Collaborations
Hui Guo has collaborated with notable colleagues, including Libo Huang and Zhong Zheng. These partnerships have contributed to her research and the successful development of her innovative patent.
Conclusion
Hui Guo's contributions to the field of data structure-aware prefetching represent a significant advancement in GPU technology. Her innovative methods and devices are set to improve the efficiency of graph computations, showcasing her role as a leading inventor in this domain.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile