Péter Kersch

Title: Péter Kersch: Innovator in Network Performance Assessment

Introduction

Péter Kersch is a notable inventor based in Budapest, Hungary. He has made significant contributions to the field of network performance assessment, holding a total of 7 patents. His work focuses on improving the quality of experience in network services through innovative methodologies.

Latest Patents

One of Kersch's latest patents is centered on network performance assessment. This method involves acquiring network measurements that indicate changes in a network following a configuration change. It also includes data that reflects factors capable of causing these changes, independent of the configuration alteration. The method analyzes the acquired data to identify the contributions of these factors and the configuration change to a key performance indicator (KPI), which is predicted by a machine learning model. This KPI serves as a measure of network performance after the configuration change.

Another significant patent addresses the correlation of network data with instant app feedback for machine learning-based customer experience management. This innovation correlates per-session network logs with user-reported trouble reports via a dedicated app. The resulting labeled training information is used to train machine learning models that help infer, explain, and resolve service issues during application service sessions. This advancement enhances the automation and accuracy of Quality of Experience (QoE) management, ultimately improving subscriber experiences.

Career Highlights

Kersch has worked with Telefonaktiebolaget Lm Ericsson, a leading telecommunications company. His experience in this organization has allowed him to develop and refine his innovative approaches to network performance.

Collaborations

Throughout his career, Kersch has collaborated with notable professionals in the field, including László Toka and Gabor Nemeth. These collaborations have contributed to the advancement of his research and innovations.

Conclusion

Péter Kersch is a distinguished inventor whose work in network performance assessment has led to significant advancements in the field. His innovative patents and collaborations reflect his commitment to enhancing the quality of network services.