Company Filing History:
Years Active: 2023-2025
Title: Innovations by Inventor Hariharan Balasubramanian
Introduction: Hariharan Balasubramanian, an inventor based in Redmond, WA, has made significant contributions to the field of technology through his innovative patents. With a total of two patents to his name, he has developed advanced methods that enhance the analysis and monitoring of operational systems.
Latest Patents: Hariharan's latest patents include pivotal advancements in identifying root cause anomalies in time series and autonomous discrimination of operation vibration signals. The first patent outlines techniques for obtaining information for root cause analysis from a graph neural network (GNN). This method constructs a dependency graph where nodes represent different time series and edges illustrate their interdependencies. By filtering out nodes without anomalies, the approach simplifies the graph into sub-graphs, allowing for targeted root cause analysis. His second patent details a method for autonomous discrimination of operation vibration signals, utilizing vibration sensors to analyze frequency spectra. This involves partitioning outputs into discrete bins, generating representative time series signals, and configuring a machine learning model based on operational vibration data, enhancing the understanding of device performance under stress loads.
Career Highlights: Throughout his career, Hariharan Balasubramanian has been employed at Oracle International Corporation, where he has leveraged his expertise in technology and innovation. His work focuses on developing advanced methods that solve complex problems in operational analysis.
Collaborations: Hariharan collaborates with talented colleagues such as Yixiu Liu and Matthew T. Gerdes, contributing to a dynamic environment that fosters innovation and problem-solving. Together, they push the boundaries of current technological capabilities.
Conclusion: Hariharan Balasubramanian exemplifies the spirit of innovation through his significant contributions to technology and engineering. His patents reflect a commitment to enhancing operational efficiency and effectiveness, setting a standard for future innovations within the industry.
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.