Company Filing History:
Years Active: 2025
Title: The Innovative Contributions of Gao Deng
Introduction
Gao Deng is a prominent inventor based in Palo Alto, CA, known for his significant contributions to the field of reconfigurable computing systems. With a total of 2 patents, he has developed innovative methods that enhance the performance and efficiency of computing processes.
Latest Patents
Gao Deng's latest patents include groundbreaking technologies such as "Graph Spatial Split" and "Bandwidth-Aware Computational Graph Mapping." The "Graph Spatial Split" patent describes a method for reducing latency and increasing throughput in a reconfigurable computing system. This method involves receiving a compute graph for execution on a reconfigurable dataflow processor, which consists of a grid of compute and memory units interconnected with a switching array. The compute graph includes a node that specifies an operation on a tensor, which can be split into multiple nodes to produce a modified compute graph that can be executed in parallel. Additionally, the compute graph may include a separate node for gathering the distinctive portions of the tensor into a complete tensor.
The "Bandwidth-Aware Computational Graph Mapping" patent outlines a computer-implemented method for transforming a high-level program for mapping onto a coarse-grained reconfigurable processor. This method includes sectioning a dataflow graph into multiple sections, extracting performance information, and assigning computations based on available memory bandwidth. The configuration data generated from this process enables the array of CGR units to implement the dataflow graph effectively.
Career Highlights
Gao Deng is currently employed at Sambanova Systems, Inc., where he continues to push the boundaries of technology in reconfigurable computing. His work focuses on enhancing the efficiency and performance of computing systems, making significant strides in the industry.
Collaborations
Gao has collaborated with talented individuals such as Yun Du and Weihang Fan, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Gao Deng's contributions to the field of reconfigurable computing through his patents and work at Sambanova Systems, Inc. highlight his role as a leading inventor. His innovative methods are paving the way for advancements in computing technology.