Ivan Popivanov

Title: Ivan Popivanov: Innovator in Query Processing with Machine Learning

Introduction

Ivan Popivanov is a notable inventor based in Redmond, WA (US). He has made significant contributions to the field of database management systems through his innovative patent. His work focuses on enhancing query processing using machine learning techniques.

Latest Patents

Ivan holds a patent titled "Query processing with machine learning." This patent describes a method for executing an inference query relative to a database management system, such as a relational database management system. In this approach, a trained machine learning model can be stored within the database management system. An inference query is received that applies the trained machine learning model on data local to the database management system. Analysis is performed on the inference query and the trained machine learning model to generate a unified intermediate representation. Cross optimization is then performed on this representation. Based on the cross-optimization, a first portion of the unified intermediate representation is determined to be executed by a database engine, while a second portion is designated for execution by a machine learning runtime. Ivan's innovative approach has the potential to significantly improve the efficiency of database queries.

Career Highlights

Ivan Popivanov is currently associated with Microsoft Technology Licensing, LLC. His role at the company allows him to work on cutting-edge technologies and contribute to advancements in machine learning and database management systems. His expertise in these areas has positioned him as a valuable asset to his team.

Collaborations

Ivan has collaborated with talented individuals such as Konstantinos Karanasos and Matteo Interlandi. These collaborations have fostered an environment of innovation and creativity, leading to the development of impactful technologies.

Conclusion

Ivan Popivanov is a distinguished inventor whose work in query processing with machine learning is paving the way for advancements in database management systems. His contributions are not only enhancing the efficiency of data processing but also showcasing the potential of integrating machine learning with traditional database technologies.