Location History:
- Broomfield, CO (US) (2019 - 2021)
- Boulder, CO (US) (2020 - 2024)
Company Filing History:
Years Active: 2019-2024
Title: Fani Jenkins: Innovator in Machine Learning and Data Processing
Introduction
Fani Jenkins is a notable inventor based in Broomfield, Colorado. He has made significant contributions to the fields of machine learning and data processing, holding a total of 5 patents. His innovative work focuses on improving system efficiency and reliability through advanced techniques.
Latest Patents
One of Jenkins' latest patents involves using machine learning techniques to control flow in a deduplication file system. This invention detects trends in latency for storage by generating a set of data points that record input/output (IO) requests and the time taken to receive successful responses. By applying least squares regression, Jenkins calculates a best-fit line to determine if the slope indicates increasing latency. If a positive slope is identified, clients accessing the deduplicated file system are throttled to maintain performance.
Another significant patent addresses reducing false positive failure events in a health monitoring system using directional graphs. This invention monitors components in a pipelined data processing system for health and processing progress. A directed graph is created to show non-circular dependencies among components. The system intelligently applies or defers panic alerts based on the operational status of downstream components, ensuring uninterrupted operation.
Career Highlights
Fani Jenkins is currently employed at Emc IP Holding Company LLC, where he continues to develop innovative solutions. His work has had a profound impact on the efficiency and reliability of data processing systems.
Collaborations
Jenkins collaborates with talented individuals such as Gobikrishnan Sundharraj and Deepa Ramesh, who contribute to his projects and enhance the overall innovation process.
Conclusion
Fani Jenkins is a pioneering inventor whose work in machine learning and data processing has led to significant advancements in technology. His patents reflect a commitment to improving system performance and reliability, making him a valuable asset in the field of innovation.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.