Jelena Mirkovic

Title: Jelena Mirkovic: Innovator in Network Event Prediction

Introduction

Jelena Mirkovic is a notable inventor based in Redondo Beach, California. She has made significant contributions to the field of machine learning and network communications. Her innovative work focuses on predicting network events, which has implications for improving communication systems.

Latest Patents

Jelena holds a patent titled "Prediction of network events via rule set representations of machine learning models." This patent describes a processing system that utilizes a time series of measurement values from a communication network. The system trains a prediction model to forecast future instances of events of interest. It generates a deterministic finite automaton based on the prediction model, converts it into a rule set, and deploys this rule set to network components.

Career Highlights

Throughout her career, Jelena has worked with prominent organizations, including AT&T Intellectual Property and Harvard College. Her experience in these institutions has allowed her to develop and refine her innovative ideas in network communications and machine learning.

Collaborations

Jelena has collaborated with esteemed colleagues such as Yaron Kanza and Balachander Krishnamurthy. These partnerships have contributed to her success and the advancement of her research.

Conclusion

Jelena Mirkovic is a pioneering inventor whose work in predicting network events through machine learning models showcases her expertise and innovative spirit. Her contributions continue to influence the field of network communications.