Hiren Shah

Title: Hiren Shah: Innovator in Communication Network Anomaly Localization

Introduction

Hiren Shah is a notable inventor based in Morristown, NJ (US). He has made significant contributions to the field of communication networks, particularly in the area of anomaly localization and prioritization. With a total of 5 patents to his name, Shah's work has the potential to enhance the reliability and efficiency of communication systems.

Latest Patents

One of Hiren Shah's latest patents is focused on hierarchical anomaly localization and prioritization. This patent discloses methods to prioritize anomalies in a communication network by classifying nodes as normal, abnormal, or indeterminate based on received measurements. The methods involve selecting a subset of abnormal nodes to represent root causes of anomalies, combining respective anomaly sizes and scopes to determine rankings, and outputting these rankings to prioritize the root cause nodes. Another patent under his name also addresses the localization of anomalies by identifying abnormal nodes and iteratively selecting candidate nodes based on their relationships with direct descendant nodes.

Career Highlights

Hiren Shah is currently employed at AT&T Intellectual Property I, L.P., where he continues to innovate in the field of communication technology. His work has been instrumental in developing methods that improve the detection and management of anomalies within complex networks.

Collaborations

Throughout his career, Hiren Shah has collaborated with talented individuals such as Zihui Ge and Ashley Flavel. These collaborations have contributed to the advancement of his research and the successful development of his patents.

Conclusion

Hiren Shah's contributions to communication network technology through his innovative patents demonstrate his expertise and commitment to improving network reliability. His work is paving the way for more efficient communication systems in the future.