Company Filing History:
Years Active: 2020-2022
Title: The Innovations of Sourav Kumar
Introduction
Sourav Kumar is an accomplished inventor based in Palo Alto, CA. He has made significant contributions to the field of machine learning and infrastructure management. With a total of 3 patents to his name, Kumar is recognized for his innovative approaches to optimizing system performance.
Latest Patents
One of Sourav Kumar's latest patents is a machine learning system for workload failover in a converged infrastructure. This patent discloses systems and methods for analyzing customer deployments in converged or hyper-converged infrastructures. A machine learning model is trained based on historical usage data from other customer deployments. The process includes performing k-means clustering to predict whether a deployment is configured for optimal failover. Additionally, the system can generate recommendations to improve failover performance.
Career Highlights
Sourav Kumar currently works at VMware, Inc., where he continues to develop innovative solutions in the tech industry. His work focuses on enhancing the efficiency and reliability of infrastructure systems through advanced machine learning techniques.
Collaborations
Some of his notable coworkers include Aalap Desai and Anant Agarwal, who contribute to the collaborative environment at VMware, Inc. Their combined expertise fosters a culture of innovation and excellence.
Conclusion
Sourav Kumar's contributions to machine learning and infrastructure management highlight his role as a leading inventor in the tech industry. His patents reflect a commitment to improving system performance and reliability.