Location History:
- St. Louis, MO (US) (2013 - 2014)
- Saint Louis, MO (US) (2016)
- University City, MO (US) (2015 - 2017)
- Mountain View, CA (US) (2021)
- San Mateo, CA (US) (2015 - 2024)
Company Filing History:
12 out of 32,513 
6 out of 34 
2 out of 5,470 
Years Active: 2013-2025
Title: Innovations and Contributions of James Peroulas in Network Anomaly Detection
Introduction
James Peroulas, based in San Mateo, California, is an accomplished inventor with a total of 19 patents to his name. His work primarily focuses on advanced methods for network anomaly detection, contributing significantly to the field of telecommunications and data integrity.
Latest Patents
One of James Peroulas' latest patents relates to a sophisticated method of detecting network anomalies. The process involves receiving a control message from a cellular network and extracting various features from this message. He develops a predictive model designed to analyze these features, which are drawn from a dataset of training control messages, each accompanied by actual labels. This innovative model assesses whether the probability of a potential label meets a specified confidence threshold. When an issue affecting network performance is identified, the method enables communication of this problem to the responsible network entity. This groundbreaking approach not only enhances network performance but also ensures a proactive response to potential issues.
Career Highlights
James has made remarkable strides in his professional career by collaborating with notable companies such as Google Inc. and ZTE Wistron Telecom. His experience in these high-profile firms has undoubtedly enriched his abilities and facilitated the development of his patented innovations.
Collaborations
Throughout his career, James has worked alongside talented individuals such as Poojita Thukral and Dutt Kalapatapu. These collaborations have been instrumental in driving forward innovative solutions in network management and performance optimization.
Conclusion
James Peroulas stands out as a leading inventor in the field of network anomaly detection. His contributions are not only reflected in his patents but also in his fruitful collaborations and impactful career in esteemed companies. The advancements made by James are paving the way for more reliable and efficient network systems, showcasing the essential role of innovation in today’s technology-driven world.