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Years Active: 2012-2025
Title: Innovations of Sumti Jairath: Pioneering Technologies in Santa Clara, CA
Introduction
Sumti Jairath is a prominent inventor based in Santa Clara, CA, with an impressive portfolio of 54 patents to his name. His work focuses on advancing data processing and computational technologies, contributing significantly to the fields of reconfigurable processors and convolution networks.
Latest Patents
Among his latest patents, two stand out for their innovative approaches. The first patent, titled "Flow Control for Reconfigurable Processors," introduces a method for storing a dataflow graph comprising multiple compute nodes. This technology enhances data transmission control between these nodes using specialized connections for data writing, optimizing computational efficiency.
The second patent, "Lossless Tiling in Convolution Networks—Section Cuts," addresses the intricacies of data processing systems. It describes a process whereby a graph containing a series of layers conducts graph cuts between layers, thereby generating tiles that are handled on a tile-by-tile basis. This method allows for the effective processing of tensors across multiple tiles, partitioning the graph into manageable subgraphs with generated configuration files for runtime logic execution.
Career Highlights
Sumti's career includes significant tenures at renowned companies, such as Sambanova Systems, Inc. and Oracle International Corporation. His contributions in these organizations have been instrumental in advancing the technologies related to his patents, thereby enhancing their capabilities in the tech market.
Collaborations
Throughout his career, Sumti has collaborated with talented colleagues, including Raghu Prabhakar and Ram Sivaramakrishnan. These collaborations have facilitated knowledge sharing and innovation, driving the development of new technologies that enhance data processing systems.
Conclusion
Sumti Jairath's contributions to innovation in the tech industry are profound. With a robust patent portfolio reflecting his expertise in data processing and computational technologies, he continues to influence the evolution of modern computing. His dedication to advancing technology is evident in his work and collaborations, promising a bright future for the fields he impacts.
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