This inventor holds 5 USPTO granted patents and 2 published patent applications, plus 2 CIPO patents and 3 EPO patents. Top assignees: Mitel Networks Corporation, Ringcentral, Inc.. Active years: 2014-2022.
Company Filing History:
Years Active: 2014-2022
Title: The Innovative Mind of Kenneth Armstrong
Introduction
Kenneth Armstrong is a notable inventor based in Woodlawn, California. He has made significant contributions to the field of technology, particularly in the areas of automated troubleshooting and predictive resource scaling. With a total of 5 patents to his name, Armstrong's work showcases his commitment to advancing computing applications and resource management.
Latest Patents
One of Kenneth Armstrong's latest patents is titled "Maze-driven self-diagnostics using reinforcement learning." This invention provides systems and methods for automated troubleshooting of computing applications, such as cloud-based systems. The application domain is modeled as a two-dimensional array of cells, where the first dimension represents components or microservices, and the second dimension represents their states. The invention defines a troubleshooting goal as a target state, allowing a reinforcement-learning-trained algorithm to determine a solution path between the initial and target cells. This innovation helps identify probable failure causes by analyzing divergences between failure cases and solution paths.
Another significant patent is the "Telemetry-based method and system for predictive resource scaling." This system utilizes telemetry data to predict resource scaling based on communication behavior, such as calling patterns and call quality. It includes a predictor for generating scaling prediction values, an auto-scaler for adjusting resources, and a regulator for monitoring performance. This invention aims to enhance prediction accuracy through reinforcement learning, ultimately improving system performance.
Career Highlights
Throughout his career, Kenneth Armstrong has worked with prominent companies in the technology sector. He has been associated with Mitel Networks Corporation and RingCentral, Inc., where he has contributed to various innovative projects. His experience in these organizations has allowed him to refine his skills and develop groundbreaking technologies.
Collaborations
Kenneth has collaborated with talented individuals such as Chunzhi Chen and David Adam Smith. These partnerships have fostered a creative environment that has led to the development of impactful inventions.
Conclusion
Kenneth Armstrong's contributions to technology through his patents and collaborations highlight his innovative spirit and dedication to solving complex problems. His work continues to influence the fields of automated troubleshooting and resource management, making him a significant figure in the world of invention.