Jared Mroz

Title: Innovations by Jared Mroz in Network Communication

Introduction

Jared Mroz is an accomplished inventor based in New York, NY (US). He has made significant contributions to the field of network communication, particularly in reducing latency through innovative methods. With a total of 2 patents, Mroz's work is recognized for its practical applications in enhancing system performance.

Latest Patents

Mroz's latest patents focus on system performance degradation detection and remediation utilizing discrete inter-message timing calculation. His method involves obtaining historical data concerning communications, including latency, inter-message timing, volume, and the number of sessions. This data is converted into feature parameters, including an inter-message timing metric, which serves as inputs to a machine learning algorithm. After training the algorithm, Mroz provides new feature parameters concerning a current communication scenario. The trained machine learning algorithm is then executed to predict latency based on these parameters. By iteratively adjusting inter-message timing and session parameters, Mroz determines a predicted minimal latency for the current communication scenario, ultimately setting the parameters to achieve the predicted minimal round trip latency.

Career Highlights

Jared Mroz is currently employed at Morgan Stanley Services Group Inc., where he applies his expertise in network communication. His innovative approaches have contributed to the company's advancements in technology and efficiency.

Collaborations

Mroz collaborates with Yijin Ouyang, working together to enhance their projects and drive innovation in their field.

Conclusion

Jared Mroz's contributions to network communication through his patents demonstrate his commitment to innovation and excellence. His work not only addresses current challenges in latency but also paves the way for future advancements in the industry.