This inventor holds 1 USPTO granted patent and 3 published patent applications. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Prabhat Ram: Innovator in Computing Systems
Introduction
Prabhat Ram is a notable inventor based in Los Altos, California. He has made significant contributions to the field of computing systems, particularly through his innovative patent. His work focuses on enhancing the efficiency and functionality of machine learning models.
Latest Patents
Prabhat Ram holds a patent for a "Mixture-of-experts layer with switchable parallel modes." This computing system includes a plurality of processing devices configured to execute a Mixture-of-Experts (MoE) layer. The MoE layer comprises several expert sub-models, each with its own set of parameter values. Notably, the MoE layer can switch between a data parallel mode and an expert-data-model parallel mode without the need to convey the respective parameter values among the processing devices. This innovation is crucial for optimizing computational resources in machine learning applications.
Career Highlights
Prabhat Ram is currently associated with Microsoft Technology Licensing, LLC, where he continues to push the boundaries of technology. His work at Microsoft has allowed him to collaborate with other talented individuals in the field, contributing to advancements in computing systems.
Collaborations
Some of Prabhat Ram's coworkers include Yifan Xiong and Changho Hwang. Their collaborative efforts have further enriched the innovative environment at Microsoft.
Conclusion
Prabhat Ram's contributions to computing systems through his patent demonstrate his commitment to innovation in technology. His work not only enhances machine learning models but also sets a foundation for future advancements in the field.