Ahmed Karmouch

Title: Ahmed Karmouch: Innovator in Multi-Agent Systems

Introduction

Ahmed Karmouch is a notable inventor based in Gloucester, CA. He has made significant contributions to the field of multi-agent systems, particularly in the areas of feature interaction resolution and policy enforcement mechanisms. With a total of 5 patents, Karmouch's work has advanced the understanding and functionality of agent-based technologies.

Latest Patents

One of Karmouch's latest patents is titled "Feature interaction resolution using fuzzy rules." This invention presents a method for detecting feature interaction conflicts between agents in response to events within a multi-agent system. The method involves posting events as tuples and event requests as anti-tuples from agents, receiving these in a tuple space, and generating responses for agents based on matching event requests. A feature interaction conflict is identified when multiple agents attempt to exert control over a single event.

Another significant patent is "Policy representations and mechanisms for the control of software." This invention outlines an architecture of multiple agents designed to establish and enforce policies within a virtual network. A policy server represents the global policies of the site, while each agent manages its own policies. Policies are dynamically downloaded from the policy server into agents responsible for enforcement. The system includes a negotiation mechanism to resolve conflicts and an authorization-based mechanism that requires agents to request authorization before taking action.

Career Highlights

Karmouch has worked with esteemed organizations such as the University of Ottawa and Mitel Networks Corporation. His experience in these institutions has allowed him to collaborate on various innovative projects and further his research in multi-agent systems.

Collaborations

Some of Karmouch's notable coworkers include Tom Gray and Serge Mankovskii. Their collaborative efforts have contributed to the advancement of technologies in the field.

Conclusion

Ahmed Karmouch is a distinguished inventor whose work in multi-agent systems has led to valuable innovations. His patents reflect a deep understanding of complex interactions and policy enforcement, making significant strides in the field.