This inventor holds 1 USPTO granted patent. Top assignee: Fmr Corp.. Active years: 2019.
Company Filing History:
Years Active: 2019
Title: Shankar Vaidhyanathan: Innovator in Data Lineage and Change Impact Prediction
Introduction
Shankar Vaidhyanathan is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of data management and computing. His innovative work focuses on data lineage identification and change impact prediction in distributed computing environments.
Latest Patents
Shankar holds a patent for a method and system that addresses data lineage identification and change impact prediction. The patent describes how servers capture metadata defining data objects associated with data sources. These servers determine direct relationships between data sources based on the captured metadata and identify indirect relationships as well. They generate a data lineage across the data sources for the data objects. Additionally, the servers extract unstructured text from database incident tickets and match this text to the metadata. A multidimensional vector for the data objects is generated based on the data lineage and unstructured text. The servers then train a classification model using these vectors to predict a change impact score for each data object. Upon receiving a request to change a data object, the servers determine the change impact score. If the score is below a certain threshold, the servers execute the change.
Career Highlights
Shankar Vaidhyanathan is currently employed at Fmr Corp, where he continues to innovate in the field of data management. His work has been instrumental in enhancing the efficiency and accuracy of data processing systems.
Collaborations
Shankar collaborates with talented professionals such as Gopalakrishnan Subramanian and Srinivas Gururaja Rau. Their combined expertise contributes to the advancement of innovative solutions in their field.
Conclusion
Shankar Vaidhyanathan is a prominent figure in the realm of data lineage and change impact prediction. His patent and ongoing work at Fmr Corp highlight his commitment to innovation in technology.