Bryn Keller

Title: **Bryn Keller: A Pioneer in Software Analysis and Enhancement**

Introduction

Bryn Keller, an accomplished inventor located in Vancouver, WA, has made significant contributions to the field of software technology. With three patents to her name, she continues to innovate and push the boundaries of software analysis and enhancement. Her work at Intel Corporation showcases her expertise and dedication to advancing technology solutions.

Latest Patents

Bryn Keller's latest patents focus on cutting-edge methods for enhancing software systems. One of her significant inventions is a system that analyzes and enhances software using graph attention networks. This technology generates dependence graphs from intermediate representation (IR) code instructions linked to compiled program code. By applying a neural network, it delivers either an analysis or an enhancement of the program code based on the generated dependence graph and graph embedding vectors. Furthermore, the system integrates a graph attention neural network featuring a recurrent block and task-specific neural network layers, utilizing dynamic per-position recurrence-halting for adaptive computation.

Another notable patent involves a method for assigning global edge IDs for evolving graphs. This includes selecting block sizes for evolving graphs and calculating block IDs as new vertices are integrated. By creating a table representing the evolving graph, the method provides an efficient means to calculate global edge IDs based on vertex IDs and block IDs. Additionally, the technology includes computing incremental Page Rank for these graphs, enhancing their analytical capabilities.

Career Highlights

Bryn's work at Intel Corporation highlights her role as a key innovator in software development. She has played an instrumental part in pioneering technologies that improve the understanding and functionality of software systems. Her dedication to research and development has positioned her as a leader in her field, driving advancements that reflect her commitment to excellence.

Collaborations

Throughout her career, Bryn has collaborated with talented coworkers, including Theodore L. Willke and Kushal Datta. These partnerships have allowed her to exchange ideas and insights, further enriching her innovative pursuits and contributing to her success as an inventor.

Conclusion

Bryn Keller stands out as a remarkable inventor whose work in software technology has solidified her reputation as a leading figure in the industry. With her innovative patents and collaborations at Intel Corporation, she continues to make significant strides in enhancing the capabilities of software analysis, cementing her legacy as a pivotal contributor to the field.