Company Filing History:
Years Active: 2020
Title: The Innovations of Sambandan Murugan
Introduction
Sambandan Murugan is a notable inventor based in Chennai, India. He has made significant contributions to the field of technology, particularly in the area of machine state identification. His work focuses on enhancing the understanding of machine logs and their latent states.
Latest Patents
Sambandan holds a patent for "Identifying latent states of machines based on machine logs." This innovative patent describes a method for determining the state of a system by generating data sets that include multiple data instances representing the states of various components within a computer system. The process involves normalizing these data instances through the application of specific rules and collating them to create groups of time-specific data instances. Furthermore, it allows for the assignment of state types to these groups and the generation of a list of infrequent state types based on their distributions.
Career Highlights
Sambandan is currently employed at Fair Isaac Corporation, where he applies his expertise in machine learning and data analysis. His work contributes to the development of advanced systems that improve operational efficiency and decision-making processes.
Collaborations
Throughout his career, Sambandan has collaborated with talented professionals, including Ashish Kumar Gupta and Shafi Ur Rahman. These collaborations have fostered a creative environment that encourages innovation and the sharing of ideas.
Conclusion
Sambandan Murugan's contributions to the field of technology through his patent and work at Fair Isaac Corporation highlight his role as an influential inventor. His innovative approach to identifying machine states demonstrates the potential for advancements in data analysis and machine learning.