Qi Liao

Title: Qi Liao: Innovator in Quality of Service and Optimization Technologies

Introduction

Qi Liao is a prominent inventor based in Stuttgart, Germany. She has made significant contributions to the fields of quality of service (QoS) provisioning and optimization technologies. With a total of 6 patents to her name, her work has had a substantial impact on the telecommunications industry.

Latest Patents

One of Qi Liao's latest patents is titled "Dependency-aware quality of service profile provisioning." This invention involves systems, methods, apparatuses, and computer program products designed to enhance QoS profile provisioning by considering application dependencies. The method includes obtaining information on application data flows and dependency information between applications. It also involves receiving updated QoS profiles from a network, which are selected based on a dependency graph.

Another notable patent is "Apparatus, method and computer program for accelerating grid-of-beams optimization with transfer learning." This invention introduces a deep transfer reinforcement learning (DTRL) method that accelerates optimization decisions in changing environments. It leverages the transferability of knowledge from a pre-trained neural network model to improve decision-making in radio network agents.

Career Highlights

Qi Liao has worked with leading companies in the telecommunications sector, including Alcatel Lucent and Nokia Technologies Oy. Her experience in these organizations has allowed her to develop innovative solutions that address complex challenges in network management and optimization.

Collaborations

Throughout her career, Qi has collaborated with notable professionals in her field, including Edward Grinshpun and David Faucher. These collaborations have contributed to her success and the advancement of her inventions.

Conclusion

Qi Liao is a distinguished inventor whose work in quality of service and optimization technologies continues to influence the telecommunications industry. Her innovative patents and collaborations highlight her commitment to advancing technology and improving network performance.