Piradee Nganrungruang

Title: Piradee Nganrungruang: Innovator in Network Anomaly Detection

Introduction

Piradee Nganrungruang is a notable inventor based in Bellevue, WA (US). He has made significant contributions to the field of network technology, particularly in the area of anomaly detection using machine learning. With a total of 3 patents, his work has been instrumental in enhancing network performance and reliability.

Latest Patents

One of his latest patents is focused on "Network anomaly detection using machine learning models." This invention employs multiple machine learning models to identify anomalies in network traffic within an MPLS (Multiprotocol Label Switching) network. The first model is trained on general network traffic, while the second is specific to individual routers. This dual approach allows for precise identification of router errors, which are communicated to a computing device for further action.

Another significant patent is titled "Over the top network traffic classification." This system transforms Over-The-Top (OTT) call log data into a peer-to-peer log, enhancing the accuracy of network performance information. By filtering out records associated with mediator server IP addresses, the method provides a clearer picture of peer-to-peer interactions, allowing for better analysis of network traffic.

Career Highlights

Throughout his career, Piradee has worked with prominent companies such as T-Mobile USA, Inc. and T-Mobile Innovations LLC. His experience in these organizations has contributed to his expertise in telecommunications and network technologies.

Collaborations

Piradee has collaborated with notable professionals in his field, including Lance Paul Lukens and Hui-Lin Chang. These partnerships have further enriched his work and innovation in network technology.

Conclusion

Piradee Nganrungruang stands out as an influential inventor in the realm of network technology. His innovative patents and career achievements reflect his commitment to improving network performance through advanced methodologies. His contributions continue to shape the future of telecommunications and network management.