Company Filing History:
Years Active: 2025
Title: Estela Ramirez Ramirez: Innovator in Predictive Autoscaling
Introduction
Estela Ramirez Ramirez is a prominent inventor based in San Jose, CA (US). She has made significant contributions to the field of resource utilization forecasting, particularly in the context of predictive autoscaling. Her innovative approach has the potential to enhance the efficiency of container-based clusters.
Latest Patents
Estela holds 1 patent for her invention titled "Resource utilization forecasting for predictive autoscaling." This patent outlines a method that includes determining resource utilization metrics for multiple instances of a service running in a container-based cluster over time. The process involves applying a smoothing filter to these metrics, adjusting them by a nominal value, and calculating ratio metrics. Utilizing a machine learning model, the invention predicts future resource utilization and automatically adjusts configuration parameters to optimize the state of the cluster.
Career Highlights
Estela is currently employed at Intuit, Inc., where she continues to develop innovative solutions in technology. Her work focuses on improving resource management and efficiency in cloud computing environments.
Collaborations
Estela collaborates with talented individuals such as Xiaotang Shao and Hui Luo, contributing to a dynamic and innovative work environment.
Conclusion
Estela Ramirez Ramirez is a trailblazer in the field of predictive autoscaling, with her patent showcasing her expertise and innovative spirit. Her contributions are poised to make a lasting impact on resource management in technology.