Amro Abdalla

Title: Amro Abdalla: Inventor in Private Network Admission Control

Introduction

Amro Abdalla is an inventor based in Port Said, Egypt. His patent work addresses admission control in private networks, using reinforcement learning and multiple performance criteria. He is associated with Dell Products Inc. and has 1 patent listed in the information provided.

Latest Patents

Abdalla’s patent, “Multi-criteria reinforcement learning-based admission control in private networks,” describes a system that uses network performance reports to guide decisions about admitting user equipment to a private network. The system requests a subscription to a quality-of-service flow based on a key performance indicator report from a network node. It then defines a reward function that quantifies satisfaction with one or more performance indicators and uses that function to select an action based on a predicted satisfaction threshold. This approach is intended to help the network respond to admission requests while accounting for service quality.

Career Highlights

Abdalla’s listed invention focuses on applying prediction and decision processes to private-network management. By connecting performance indicators with a quantified reward function, the disclosed system provides a structured method for evaluating admission decisions.

Collaborations

The information provided names Marwan Mansour and Ramy Atawia as Abdalla’s coworkers. Their specific roles in the patent or related work are not specified.

Conclusion

Amro Abdalla’s listed patent applies multi-criteria reinforcement learning to private-network admission control, linking network performance measures with decisions about service access.