Santa Clara, CA, United States of America

Sumti Jairath

This inventor holds 70 USPTO granted patents and 22 published patent applications, plus 2 CIPO patents and 4 EPO patents, primarily in Dataflow Computing (CPC class G06F). Top assignees: Sambanova Systems, Inc., Oracle International Corporation, Oracle America, Inc.. Active years: 2012-2026.

USPTO Granted Patents = 70 (Patent Applications = 22)

% Patents Active = 100.0

CIPO Patents = 2 (Patent Applications = 3)

EPO Patents = 4 (Patent Applications = 8)

Average Co-Inventor Count = 6.2

ph-index = 11

Forward Citations = 385(Granted Patents)

Forward Citations (Not Self Cited) = 225(Dec 10, 2025)

Inventors with similar research interests:

Company Filing History:

60 out of 216

Sambanova Systems, Inc.

patents

6 out of 11,850

Oracle International Corporation

Years Active: 2012-2026

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Areas of Expertise:

Convolution Networks

Reconfigurable Processors

Dataflow Programs

Cost Estimation

Tensor Checkpoint Optimization

Operation Unit Graph

Dynamic Destination ID

Flow Control

Performance Estimation

Resource Allocation

Graph Metadata

Neural Network Training

70 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12724593 - Optimizing tensor tiling in neural networks based on a tiling cost model (2026-09-01),

2. 12681894 - Method and system for unloading configuration data in a reconfigurable processor array (2026-07-14),

3. 12632304 - Computer system with reconfigurable processors (2026-05-19),

4. 12541669 - Lossless tiling in convolution networks—section boundaries (2026-02-03),

5. 12511252 - Lossless tiling in convolution networks—tiling configuration between two sections (2025-12-30),

6. 12488218 - Lossless tiling in convolution networks—padding and re-tilling at section boundaries (2025-12-02),

7. 12436915 - Operating a cost estimation tool for placing and routing an operation unit graph on a reconfigurable processor (2025-10-07),

8. 12411670 - Analysis assistant for determining execution inefficiencies in dataflow programs (2025-09-09),

9. 12367022 - Method and system to determine execution inefficiencies in dataflow programs (2025-07-22),

10. 12340190 - Tensor checkpoint optimization in dataflow computing applications (2025-06-24),

11. 12332837 - Sorting the nodes of an operation unit graph for implementation in a reconfigurable processor (2025-06-17),

12. 12332836 - Estimating a scaled cost of implementing an operation unit graph on a reconfigurable processor (2025-06-17),

13. 12321843 - Lossless tiling in convolution networks—data flow logic (2025-06-03),

14. 12306783 - Top level network and array level network for reconfigurable data processors (2025-05-20),

15. 12282448 - Routing method based on a sorted operation unit graph for an iterative placement and routing on a reconfigurable processor (2025-04-21),

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.