Makram Bouzid

Title: The Innovations of Makram Bouzid

Introduction

Makram Bouzid is a notable inventor based in Nozay, France. He has made significant contributions to the field of resource management and performance determination in distributed systems. With a total of 9 patents, his work reflects a deep understanding of complex systems and their resource dynamics.

Latest Patents

One of his latest patents focuses on determining performance in a distributed application or system. This method involves identifying nodes associated with query treatments, generating stimuli to perturb system resources, and measuring the effects at each node. The process includes transforming correlations into causal relationships and building a causal model for better understanding of system dynamics. Another significant patent addresses resource management in resource-controlled systems. This apparatus manages data processing resources by selecting modification actions based on performance metrics, ensuring optimal resource elasticity and safety criteria.

Career Highlights

Throughout his career, Makram Bouzid has worked with prominent companies such as Alcatel Lucent and Nokia Solutions and Networks. His experience in these organizations has allowed him to develop innovative solutions that enhance system performance and resource management.

Collaborations

Makram has collaborated with talented individuals in his field, including Armen Aghasaryan and Animesh Nandi. These partnerships have contributed to the advancement of his research and the successful development of his patents.

Conclusion

Makram Bouzid's contributions to innovation in resource management and performance determination are noteworthy. His patents demonstrate a commitment to enhancing the efficiency of distributed systems. His work continues to influence the field and inspire future innovations.