Dipanwita Guhathakurta

Title: **Innovator Spotlight: Dipanwita Guhathakurta from Kolkata**

Introduction

Dipanwita Guhathakurta is an accomplished inventor based in Kolkata, India, with a remarkable portfolio that includes two patents. As a key contributor to the field of technology, her innovative work focuses on advancements in anomaly detection and data analysis within computer systems.

Latest Patents

Dipanwita's latest patents include significant contributions to failure prediction and incident explanation generation. Her first patent, titled "Identifying Persistent Anomalies for Failure Prediction," describes a computer-implemented method and system that processes a time series data stream to detect anomalies. The system employs both supervised and unsupervised persistent anomaly detection methods, combining their results to accurately identify persistent anomalies, thereby aiding in failure prediction.

The second patent, "Generating Incident Explanations Using Spatio-Temporal Log Clustering," involves detecting anomalies in log entries of a computer environment. This invention utilizes a lattice clustering algorithm to spatially distinguish clusters of anomalies and generates explanatory log templates based on the clustered data, enhancing the troubleshooting processes within computer systems.

Career Highlights

Dipanwita is affiliated with International Business Machines Corporation (IBM), a leading enterprise in the technology industry. Her work at IBM reflects her commitment to leveraging technology to solve complex challenges in data analysis and anomaly detection. Her inventions exemplify the intersection of theoretical knowledge and practical application in technology.

Collaborations

Throughout her career, Dipanwita has collaborated with other notable professionals, including her coworkers Seema Nagar and Amitkumar Manoharrao Paradkar. These collaborations contribute to a rich environment of innovative thinking and problem-solving, pushing the boundaries of what is possible in the tech landscape.

Conclusion

Dipanwita Guhathakurta's achievements in the realm of patenting and innovation solidify her reputation as a significant figure in the technology sector. Her contributions not only advance the field of anomaly detection but also serve to inspire future innovators and inventors in their pursuits.