Company Filing History:
Years Active: 2021
Title: Lian Yang - Innovator in Distributed Machine Learning
Introduction
Lian Yang is a prominent inventor based in Shanghai, China. He has made significant contributions to the field of machine learning, particularly in the development of frameworks that enhance data processing efficiency across heterogeneous platforms. His innovative approach aims to reduce data copying and optimize the use of memory and computational resources.
Latest Patents
Lian Yang holds a patent for a groundbreaking invention titled "Distributed machine learning on heterogeneous data platforms." This patent describes a distributed machine learning framework that effectively manages data across various platforms. The system includes a configuration component for setup, a persistency component for data storage, and a proxy repository for communication between nodes. The machine learning execution component is structured in three layers, facilitating efficient computations and coordination among different data platforms. This invention is particularly notable for its ability to extend to additional external data platforms and machine learning libraries.
Career Highlights
Lian Yang is currently employed at SAP SE, where he continues to innovate and develop advanced solutions in the realm of machine learning. His work at SAP SE has positioned him as a key player in the industry, contributing to the company's reputation for cutting-edge technology.
Collaborations
Lian collaborates with talented individuals such as Chengyu Liu and Xingtian Shi, who contribute to his projects and enhance the overall innovation process.
Conclusion
Lian Yang's contributions to distributed machine learning exemplify the potential of innovative thinking in technology. His patent and ongoing work at SAP SE highlight his commitment to advancing the field and improving data processing capabilities.