Joyce Tawfik

Title: Joyce Tawfik and Private-Network Admission Control.

Introduction

Joyce Tawfik is an inventor associated with Heliopolis, Egypt, and Dell Products Inc. Her patent work addresses admission control in private networks, using reinforcement learning to help make decisions based on network performance indicators.

Latest Patents

Tawfik is associated with 1 patent: “Multi-criteria reinforcement learning-based admission control in private networks.” The invention describes a system that requests a subscription to a quality-of-service flow based on performance reports from a private-network node. It defines a reward function that quantifies satisfaction against one or more key performance indicators, then uses a decision process to select an action based on a predicted satisfaction threshold when responding to a user equipment’s admission request.

Career Highlights

Tawfik’s listed patent reflects work on applying prediction and decision processes to private-network resource management. The approach connects reported network performance with admission decisions and quantified service-quality goals.

Collaborations

The listed coworkers associated with Tawfik include Marwan Mansour and Ramy Atawia. The patent information also identifies Dell Products Inc. as her company.

Conclusion

Joyce Tawfik’s patent focuses on reinforcement-learning-based admission control, offering a method for aligning private-network access decisions with key performance indicators and service-quality objectives.