Company Filing History:
Years Active: 2024-2025
Title: Huijing Yang - Innovator in Mobile Edge Cache Optimization
Introduction
Huijing Yang is a prominent inventor based in Beijing, China. He has made significant contributions to the field of mobile edge computing, particularly in cache optimization techniques. With a total of 2 patents, Yang's work focuses on enhancing the efficiency of data retrieval in mobile networks.
Latest Patents
Yang's latest patents include two innovative methods aimed at improving mobile edge cache performance. The first patent, titled "Method for federated-learning-based mobile edge cache optimization," introduces an optimization method that considers user mobility and content popularity changes. This method increases the cache hit rate by predicting content popularity and preemptively placing requested content in edge caches. It utilizes a user moment trajectory table to simulate user movement and employs an attention mechanism for global model aggregation.
The second patent, "Prefetch-adaptive intelligent cache replacement policy for high performance," presents a novel cache replacement policy that distinguishes between prefetch and demand requests. By utilizing Integer Support Vector Machine (ISVM) predictors, this method enhances the accuracy of cache line reuse prediction, thereby improving performance benefits from hardware prefetching.
Career Highlights
Huijing Yang is affiliated with the Beijing University of Technology, where he continues to advance research in mobile edge computing. His innovative approaches have garnered attention in the academic and technological communities, contributing to the evolution of efficient data management in mobile networks.
Collaborations
Yang collaborates with notable colleagues, including Juan Fang and Ziyi Teng, who contribute to his research endeavors. Their combined expertise fosters a dynamic research environment that drives innovation in their field.
Conclusion
Huijing Yang's contributions to mobile edge cache optimization reflect his commitment to advancing technology in the realm of mobile computing. His innovative patents and collaborative efforts position him as a key figure in this evolving field.