This inventor holds 1 USPTO granted patent. Top assignee: Emc IP Holding Company LLC. Active years: 2022.
Company Filing History:
Years Active: 2022
Title: Innovations of Vivek Srinivas in Log Analysis Systems.
Introduction
Vivek Srinivas is an accomplished inventor based in Karnataka, India. He has made significant contributions to the field of log analysis systems, particularly through his innovative patent that employs advanced neural network techniques.
Latest Patents
Vivek holds a patent for a "Log analysis system employing long short-term memory recurrent neural networks." This system processes logs to identify and report anomalies in the execution of processes within log-generating systems, such as data storage systems. The method involves vectorizing log messages to create log-message vectors, applying long short-term memory (LSTM) neural network processing to these vectors, and generating an analysis sequence that represents anomalies in the production flow of processes. An anomaly report is then generated for further action by the report consumer.
Career Highlights
Vivek Srinivas is currently associated with Emc IP Holding Company LLC, where he continues to develop innovative solutions in the realm of data processing and analysis. His work focuses on enhancing the efficiency and accuracy of log analysis systems, which are crucial for maintaining the integrity of data storage systems.
Collaborations
Vivek collaborates with Bhavna Jindal, a fellow innovator, to further advance their research and development efforts in the field of log analysis.
Conclusion
Vivek Srinivas is a notable inventor whose work in log analysis systems showcases the potential of neural network technologies in improving data processing. His contributions are paving the way for more effective anomaly detection in complex systems.