Frank Y Liu

Title: Innovations by Frank Y Liu in Heterogeneous Computing

Introduction

Frank Y Liu is an accomplished inventor based in Norfolk, VA, known for his significant contributions to the field of heterogeneous computing. With a total of three patents to his name, Liu has developed innovative solutions that enhance the efficiency and performance of computing systems.

Latest Patents

Liu's latest patents include "Hierarchical task scheduling for accelerators" and "Efficient memory management for heterogeneous computing." The first patent discloses apparatus and methods for scheduling tasks in a heterogeneous computing environment. It describes a central coarse scheduling of task sets, with tasks dispatched to various processing resources, including accelerators. The patent emphasizes the identification, scheduling, and execution of sub-tasks at each accelerator, allowing for efficient data transfer and computation. The technology is scalable and applicable to various fields, including high-performance computing and image classification.

The second patent focuses on efficient memory management in heterogeneous environments. It introduces a validity flag that indicates whether a memory has a valid copy of a data object. The protocol guides the selection of source memory based on data transfer efficiency, ensuring superior performance even in highly heterogeneous settings.

Career Highlights

Frank Y Liu is currently employed at UT-Battelle, Inc., where he continues to push the boundaries of innovation in computing technologies. His work has led to significant advancements in task scheduling and memory management, contributing to the overall efficiency of computing systems.

Collaborations

Liu has collaborated with notable colleagues, including Narasinga Rao Miniskar and Jeffrey S Vetter. These collaborations have fostered a productive environment for innovation and research in the field of heterogeneous computing.

Conclusion

Frank Y Liu's contributions to heterogeneous computing through his patents and collaborative efforts highlight his role as a leading inventor in the industry. His work continues to influence advancements in computing technologies, making significant strides in efficiency and performance.