This inventor holds 2 USPTO granted patents and 1 published patent application. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2021-2024.
Company Filing History:
Years Active: 2021-2024
Title: Innovations by Petro Luferenko
Introduction
Petro Luferenko is a notable inventor based in Redmond, WA (US). He has made significant contributions to the field of technology, particularly in machine learning and data handling. With a total of 2 patents, his work focuses on optimizing data processing and enhancing machine learning frameworks.
Latest Patents
Luferenko's latest patents include innovations in sparse data handling and buffer sharing to reduce memory allocation and reclamation. This patent describes methods for implementing data buffering in reusable buffer arrays, allowing for efficient management of fixed or variable length vectors. The technology enables data to be materialized from a non-materialized view in a machine-learning pipeline, optimizing the use of memory through shared buffers.
Another significant patent is related to optimized machine learning pipeline execution based on execution graphs. This framework allows developers to create and deploy machine learning pipelines across various programming languages. It provides a programming language-specific API that facilitates the execution of operators within the application, ultimately enhancing the efficiency of machine learning processes.
Career Highlights
Petro Luferenko is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and contribute to advancements in technology. His work has been instrumental in developing solutions that streamline data processing and improve machine learning capabilities.
Collaborations
Throughout his career, Luferenko has collaborated with talented individuals such as Costin I Eseanu and Gary Shon Katzenberger. These collaborations have fostered an environment of innovation and creativity, leading to the development of impactful technologies.
Conclusion
Petro Luferenko's contributions to the field of technology, particularly in machine learning and data handling, highlight his role as a significant inventor. His patents reflect a commitment to optimizing processes and enhancing the efficiency of data management.