Company Filing History:
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Years Active: 2022-2025
Title: Innovations by Saurabh Jha
Introduction
Saurabh Jha is an accomplished inventor based in Urbana, IL (US). He has made significant contributions to the field of technology, particularly in hybrid applications and feedback control systems. With a total of 4 patents to his name, Jha's work focuses on enhancing system performance and reliability.
Latest Patents
One of Jha's latest patents is titled "Root cause identification in hybrid applications via probing." This innovation provides mechanisms to detect anomalies in the performance of hybrid applications by utilizing a specification of required performance and collected passive monitoring data. The invention generates a causal generative model based on the relationships between hybrid application components and computing system architecture components. The root cause identification (RCI) logic is executed on this model to identify potential root causes of detected anomalies. Additionally, probes are identified for active monitoring data collection, which are executed to gather probe data. The RCI logic is further refined through reinforcement learning based on the probe data, allowing for an updated set of candidate root causes.
Another notable patent is "Hardware fault detection for feedback control systems in autonomous machine applications." This patent outlines systems and methods for detecting hardware faults in computer-based feedback control systems. By running multiple instances of the system control programs on processors and comparing the output commands based on similar sensor data, Jha's invention can identify discrepancies that may indicate hardware faults.
Career Highlights
Saurabh Jha has worked with prominent companies such as Nvidia Corporation and International Business Machines Corporation (IBM). His experience in these leading technology firms has contributed to his expertise in developing innovative solutions.
Collaborations
Throughout his career, Jha has collaborated with notable professionals, including Siva Hari and Michael Sullivan. These collaborations have further enriched his work and contributed to the advancement of technology in his field.
Conclusion
Saurabh Jha's innovative patents and career achievements highlight his significant contributions to technology. His work in root cause identification and hardware fault detection showcases his commitment to improving system performance and reliability.