Najah Ghalyan

Title: Najah Ghalyan: Innovator in Anomaly Detection for Software-Defined Networks

Introduction

Najah Ghalyan is an accomplished inventor based in Wayne, NJ (US). He has made significant contributions to the field of software-defined networking through his innovative patent. His work focuses on enhancing the detection of anomalies within these networks, which is crucial for maintaining their integrity and performance.

Latest Patents

Najah Ghalyan holds a patent titled "Systems and methods for anomaly detection in software-defined networks from observed host metrics." This patent outlines a method that includes training a random forest model with historical metrics from a software-defined network. The process involves receiving metrics from various hosts, providing these metrics to the trained model, and generating predictions regarding anomalous hosts. The method also includes identifying contributing trees, generating feature scores, and executing automated actions based on anomaly scores.

Career Highlights

Najah Ghalyan is currently employed at JPMorgan Chase Bank, N.A., where he applies his expertise in software-defined networks. His innovative approach to anomaly detection has positioned him as a valuable asset in the financial technology sector. His work not only enhances network security but also improves operational efficiency.

Collaborations

Some of Najah's coworkers include Amal Vaidya and Mohammed Ayub. Their collaboration fosters a dynamic environment for innovation and problem-solving within the organization.

Conclusion

Najah Ghalyan's contributions to the field of software-defined networking through his patent on anomaly detection demonstrate his commitment to innovation. His work at JPMorgan Chase Bank, N.A. continues to influence the industry positively.