Marco Antonio Valero

Title: Marco Antonio Valero: Innovator in Data Compression

Introduction

Marco Antonio Valero is a notable inventor based in Marietta, GA (US). He has made significant contributions to the field of data compression, holding 2 patents that showcase his innovative approach to handling time-based data.

Latest Patents

One of Valero's latest patents focuses on lossy statistical data compression. This method is performed in real-time and involves receiving and storing time-based data over a specific time period. The process includes dividing the time period into multiple time windows. Valero's method determines if data associated with two or more proximate time windows are within a predetermined variance of one another. Upon this determination, a mathematical function representative of the data is generated, and the original data is deleted. A representation of the deleted data is then created from the mathematical function. This innovative approach is particularly useful for empirical network telemetry data.

Career Highlights

Valero is currently employed at Cox Communications, Inc., where he applies his expertise in data compression technologies. His work has contributed to advancements in how data is managed and transmitted in real-time environments.

Collaborations

Throughout his career, Valero has collaborated with talented individuals such as Jignesh B Patel and Pavan Kumar Surapaneni. These collaborations have fostered a creative environment that encourages innovation and the development of cutting-edge technologies.

Conclusion

Marco Antonio Valero is a distinguished inventor whose work in data compression has made a significant impact in the field. His innovative methods and collaborations continue to drive advancements in technology.