Mark A Kromer

Title: Mark A Kromer: Innovator in Data Processing Technologies

Introduction

Mark A Kromer is a notable inventor based in Snohomish, WA (US). He has made significant contributions to the field of computer hardware configuration and data processing pipelines. With a total of 3 patents to his name, Kromer has developed innovative solutions that enhance the efficiency of data processing tasks.

Latest Patents

Kromer's latest patents include "Automatic selection of computer hardware configuration for data processing pipelines." This patent outlines a method for recommending a computer hardware configuration by receiving a machine-readable specification of a computing task. The processor extracts features from this specification and uses a reinforcement learning model to generate a proposed hardware configuration. This configuration is then provided to the user for execution.

Another significant patent is "Automated runtime configuration for dataflows." This invention provides methods, systems, and computer program products for automatically selecting or adapting a runtime environment or resources to a dataflow plan prior to execution. The metadata generated for dataflows indicates essential information, such as the types of sources, sinks, and operations involved, as well as the amount of data being processed. Weighted dataflow plans are created based on this metadata, allowing for more efficient execution of dataflow plans.

Career Highlights

Mark A Kromer is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the field of data processing technologies. His work focuses on improving the efficiency and effectiveness of data handling in various computing environments.

Collaborations

Kromer has collaborated with talented individuals such as Abhishek Uday Kumar Shah and Anudeep Sharma. These collaborations have contributed to the development of his innovative patents and advancements in technology.

Conclusion

Mark A Kromer is a distinguished inventor whose work in data processing technologies has led to significant advancements in the field. His innovative patents reflect his commitment to enhancing computer hardware configuration and dataflow management.