This inventor holds 1 USPTO granted patent. Top assignee: International Business Machines Corporation. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Sushma Hiremath: Innovator in Dynamic Resource Management
Introduction
Sushma Hiremath is a notable inventor based in Dharwad, India. She has made significant contributions to the field of container orchestration through her innovative patent. Her work focuses on enhancing the efficiency of resource management in computing environments.
Latest Patents
Sushma holds a patent titled "Dynamic pod resource limit adjusting based on data analytics." This invention provides a method for dynamically adjusting pod resource limits at runtime within a container orchestration platform. The process involves deploying a pod with associated resource limits, monitoring its runtime resource usage, and predicting future resource needs using a trained machine learning model. The adjustments are made based on both monitored usage and predictions, ensuring optimal resource allocation.
Career Highlights
Sushma is currently employed at International Business Machines Corporation (IBM), where she applies her expertise in data analytics and machine learning. Her innovative approach to resource management has positioned her as a key player in her field.
Collaborations
Sushma has collaborated with talented coworkers, including Jing You and Kun Yang, to further advance her research and development efforts. Their combined expertise contributes to the success of their projects.
Conclusion
Sushma Hiremath is a pioneering inventor whose work in dynamic resource management is shaping the future of container orchestration. Her contributions are vital to improving efficiency in computing environments.