Company Filing History:
Years Active: 2018-2025
Title: Shankaranand Arunachalam: Innovator in Anomaly Detection and User Migration Systems
Introduction
Shankaranand Arunachalam is a prominent inventor based in Redmond, WA (US). He has made significant contributions to the field of technology, particularly in the areas of anomaly detection and user migration systems. With a total of 13 patents to his name, Arunachalam continues to push the boundaries of innovation.
Latest Patents
Among his latest patents is a system and method for detecting anomalies in a data stream. This innovative system receives a data stream that comprises values of metrics derived from observations of the operation of a computing entity over a time window. It forms a model comprising variances of the data over this time window, identifying operating thresholds for each metric based on these variances. The system computes a steady state distance matrix of the data stream and determines if it exceeds a steady state threshold. If it does, the system computes a pattern distance matrix based on the steady state distance matrix, allowing for the detection of anomalies and generating alerts accordingly.
Another notable patent focuses on extracting user interactions to generate batches for migration between tenants. This batching system accesses user interaction data to identify relationships between users and between users and resources. By weighting these relationships, users are grouped for migration based on their connections. This enhances migration efficiency and accuracy, making the process much less disruptive for end users.
Career Highlights
Shankaranand Arunachalam is currently employed at Microsoft Technology Licensing, LLC, where he applies his expertise in technology and innovation. His work has had a significant impact on improving systems and processes within the company.
Collaborations
Throughout his career, Arunachalam has collaborated with talented individuals such as Anshul Dube and Parul Manek. These collaborations have contributed to the development of innovative solutions in the tech industry.
Conclusion
Shankaranand Arunachalam is a distinguished inventor whose work in anomaly detection and user migration systems has made a lasting impact on technology. His contributions continue to shape the future of computing and user experience.
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