Bruce Alden Schine

Title: Innovations in Video Application Identification: The Contributions of Bruce Alden Schine

Introduction

Bruce Alden Schine, an inventor based in San Leandro, California, has made significant contributions to the field of technology with a total of eight patents. His focus on developing methods for identifying video applications from encrypted over-the-top (OTT) data showcases his dedication to innovation in the digital landscape.

Latest Patents

Among his latest patents, the method to identify video applications from encrypted OTT data stands out. This invention involves a sophisticated processing system that performs several operations. It collects encrypted network traffic flow data from user interactions with applications, derives a first set of traffic feature vectors from this data, and trains a machine learning algorithm on these vectors. The algorithm classifies each traffic feature vector as associated or not associated with a specific application type. Ultimately, this system classifies whether an encrypted network traffic flow corresponds to a certain type of application by applying the trained machine learning algorithm, thus enhancing the ability to understand application behavior in encrypted environments.

Career Highlights

Bruce has worked with reputable companies such as AT&T Intellectual Property I, L.P. and SBC Knowledge Ventures, L.P. His roles in these organizations have allowed him to develop and refine his innovative ideas, significantly impacting the technology sector.

Collaborations

Throughout his career, Bruce has collaborated with talented individuals like Paul A Tomalenas and Yali Liu, contributing to a shared goal of pushing the boundaries of technology. These collaborations have fostered an environment of creativity and knowledge exchange, resulting in valuable advancements in video application identification.

Conclusion

Bruce Alden Schine's work, particularly in the field of encrypted data traffic analysis and machine learning application classification, illustrates the crucial role inventors play in advancing technology. His contributions emphasize the importance of innovation in understanding and managing digital information, solidifying his legacy as a noteworthy inventor in the tech industry.