Augustin Soule

Title: Innovations by Augustin Soule

Introduction

Augustin Soule is an accomplished inventor based in San Francisco, California. He has made significant contributions to the field of network optimization, particularly in large-scale systems. His innovative approach has led to the development of a unique patent that addresses critical challenges in network monitoring.

Latest Patents

Augustin Soule holds a patent for a "Scalable and low computation cost method for optimizing sampling/probing in a large scale network." This patent outlines systems and techniques for monitoring large-scale networks, such as those supporting cloud infrastructures. The invention allows for the setting of a minimum fixed probe allocation and/or a sampling budget for effective monitoring. It optimizes probing and sampling strategies to measure network metrics, including error metrics associated with latency, while ensuring known accuracy based on specific probe allocations. The techniques leverage efficient designs to determine probing strategies that conserve computing resources. Notably, a scalable and near-optimal approximation technique based on the Frank-Wolfe algorithm can be utilized instead of direct application in production networks.

Career Highlights

Augustin Soule is currently employed at Google Inc., where he continues to innovate and contribute to advancements in network technologies. His work focuses on enhancing the efficiency and effectiveness of network monitoring systems.

Collaborations

He has collaborated with notable colleagues, including Christophe Diot and Muhammad Jehangir Amjad, who share a commitment to pushing the boundaries of technology in their respective fields.

Conclusion

Augustin Soule's contributions to network optimization through his patent demonstrate his expertise and innovative spirit. His work at Google Inc. and collaborations with esteemed colleagues further highlight his impact on the technology landscape.