Lakshminarayan Choudur

Title: Lakshminarayan Choudur: Innovator in Singular Value Decompositions

Introduction

Lakshminarayan Choudur is a notable inventor based in Austin, TX (US). He has made significant contributions to the field of computing, particularly in the area of singular value decompositions. His innovative work has led to the development of a patent that enhances data processing capabilities.

Latest Patents

Lakshminarayan Choudur holds a patent related to singular value decompositions. The patent describes a system that includes a computing node with a memory and a processor. This processor executes a database in the memory and invokes singular value decomposition (SVD) on a data set. The process involves sparsifying the data set to produce a sparse data set, iteratively decomposing the data set to generate a set of eigenvalues, solving a linear system to produce eigenvectors, and multiplying the eigenvectors with the data set to achieve a reduced dimension data set. This innovative approach significantly improves data handling and analysis.

Career Highlights

Choudur is currently employed at Micro Focus LLC, where he continues to work on advanced computing technologies. His expertise in singular value decomposition has positioned him as a valuable asset in his field.

Collaborations

One of his notable coworkers is Meichun Hsu, with whom he collaborates on various projects within the company.

Conclusion

Lakshminarayan Choudur's contributions to singular value decompositions exemplify his innovative spirit and dedication to advancing technology. His work not only enhances data processing but also sets a foundation for future developments in the field.