Location History:
- Lowell, MA (US) (2008)
- Burlington, MA (US) (2011)
Company Filing History:
Years Active: 2008-2011
Title: Innovations by Sunil Venkayala
Introduction
Sunil Venkayala is an accomplished inventor based in Burlington, MA (US). He has made significant contributions to the field of data mining, holding 2 patents that showcase his innovative approach to solving complex problems in database management systems.
Latest Patents
One of his latest patents is titled "Multi-category support for apply output." This invention provides a system, method, and computer program product that enables a multi-category apply operation in a data mining system. It produces output with multiple class values, including their associated measures such as probabilities in supervised models, quality of fit, distance in clustering models, and the relative ranks of the predictions. The method involves receiving input data for scoring, generating multi-category apply output, and ensuring that selected class values meet a specific selection criterion.
Another notable patent is "Asynchronous data mining system for database management system." This invention offers improved functionality over synchronous data mining systems. It features interruptible tasks and status output, enhancing the efficiency of data mining operations. The system comprises various data mining task objects, a task queue table for managing execution, and a task monitor to oversee the execution of tasks.
Career Highlights
Sunil Venkayala is currently employed at Oracle International Corporation, where he continues to develop innovative solutions in data mining and database management. His work has significantly impacted the efficiency and effectiveness of data processing systems.
Collaborations
Sunil has collaborated with notable colleagues, including Peter J. Stengard and Hankil Yoon, contributing to a dynamic and innovative work environment.
Conclusion
Sunil Venkayala's contributions to data mining and database management through his patents reflect his expertise and commitment to innovation. His work continues to influence the field, paving the way for future advancements.