Sundaravelu Shanmugam

Title: Innovations by Sundaravelu Shanmugam

Introduction

Sundaravelu Shanmugam is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of technology, particularly in file system utilization and log data analysis. With a total of five patents to his name, his work reflects a deep understanding of data management and system optimization.

Latest Patents

One of Sundaravelu's latest patents is titled "Technique selection for file system utilization prediction." This invention involves executing a trained classification model to categorize a first set of file system usage data into trend and periodicity categories. When the data is classified into the trend category, a time series is generated. If classified into the periodicity category, an anomaly detection model is employed to identify anomalies within the data. The system can then reconfigure file system resources based on predictions and detected anomalies, effectively altering the capacity of the file system.

Another significant patent is "Automated system alert based on logs sentiment analysis." This invention presents methods and systems for creating a log data-specific lexicon based on log data samples. Each word in this lexicon corresponds to a weighted sentiment score. The system assigns a sentiment value to log messages and classifies them to indicate the issues they address. Based on the sentiment value and class, an alert type is determined, producing a system alert that includes key performance indicators for the user.

Career Highlights

Sundaravelu has worked with prominent companies such as Kyndryl, Inc. and International Business Machines Corporation (IBM). His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.

Collaborations

Sundaravelu has collaborated with talented individuals in his field, including Bharath Gopalakrishnan and Albee Jhoney. These collaborations have likely enriched his work and led to further innovations.

Conclusion

Sundaravelu Shanmugam is a distinguished inventor whose contributions to technology are noteworthy. His patents demonstrate a commitment to improving data management and system efficiency. His work continues to influence the field and inspire future innovations.