Kin Soon Douglas Ho

Title: Innovations of Kin Soon Douglas Ho

Introduction

Kin Soon Douglas Ho is an accomplished inventor based in Mount Waverley, Australia. He has made significant contributions to the field of telecommunications, particularly in the area of network analysis. His innovative approach utilizes machine learning to address complex issues within cellular networks.

Latest Patents

One of his notable patents is titled "Automated root cause analysis of network issues in a cellular network using machine learning." This patent describes a computer-implemented method for analyzing issues in a cellular network. The method involves building a network graph that represents features of various cells, including source cells and neighbor cells. It identifies sub-graphs for each source cell that indicate network issues and ranks features for each identified issue. Additionally, it trains machine learning models to classify patterns and identify root causes of network problems. This innovative solution enhances the efficiency of network management and troubleshooting.

Career Highlights

Kin Soon Douglas Ho is currently employed at Telefonaktiebolaget LM Ericsson (publ), a leading company in telecommunications. His work focuses on leveraging advanced technologies to improve network performance and reliability. With a patent portfolio that includes one patent, he has established himself as a key player in the industry.

Collaborations

He has collaborated with talented coworkers such as Michal Horemuz and Jared Keown, contributing to the development of cutting-edge solutions in the telecommunications sector.

Conclusion

Kin Soon Douglas Ho's innovative work in automated root cause analysis showcases his expertise in utilizing machine learning for network optimization. His contributions are vital for advancing telecommunications technology and improving network reliability.