Blanca Florentino Liaño

Title: Innovations by Blanca Florentino Liaño

Introduction

Blanca Florentino Liaño is a notable inventor based in Majadahonda, Spain. She has made significant contributions to the field of machine learning, particularly in the context of multicore architectures. Her innovative approach focuses on predicting contention delays in parallel processing systems.

Latest Patents

Blanca holds a patent titled "Machine learning based contention delay prediction in multicore architectures." This patent describes a method for generating training data to develop a Machine Learning based Task Contention Model (ML based TCM). The model aims to predict time delays caused by contention between tasks running simultaneously on a multi-processor system. The method involves executing various microbenchmarks in isolation and measuring Performance Monitoring Counters (PMCs) over time. This process helps in extracting ideal characteristic footprints of each microbenchmark and performing feature correlation analysis to determine the correlation between PMCs and the executed benchmarks.

Career Highlights

Blanca is currently employed at Collins Aerospace Ireland, Limited, where she applies her expertise in machine learning and multicore architectures. Her work is instrumental in enhancing the efficiency of processing systems, making her a valuable asset to her organization.

Collaborations

Blanca collaborates with talented professionals such as Hector Palop and Raúl De La Cruz Martinez. Their combined efforts contribute to advancing research and development in their field.

Conclusion

Blanca Florentino Liaño's innovative work in machine learning and multicore architectures exemplifies the impact of her contributions to technology. Her patent and career achievements highlight her role as a leading inventor in her domain.