Ridhi Surana

Title: Ridhi Surana: Innovator in Virtual GPU Technology

Introduction

Ridhi Surana is a prominent inventor based in Palo Alto, CA (US). He has made significant contributions to the field of virtual graphics processing units (vGPUs). With a total of 2 patents, Surana is recognized for his innovative approaches to scheduling services in virtualized environments.

Latest Patents

Surana's latest patents focus on interference-aware scheduling services for virtual GPU-enabled systems. The first patent discloses aspects of interference-aware virtual machine assignment for systems that include graphics processing units (GPUs) that are vGPU-enabled. In this invention, an interference function is utilized to predict interference for the assignment of workloads to GPUs. The predicted interference is then compared to various predicted interferences for the workload on different GPUs to optimize workload placement. The second patent also addresses interference-aware scheduling, detailing how multiple workloads can be executed both alone and co-located in a vGPU-enabled system. This patent emphasizes the training of a machine learning model to predict interference based on measured interferences and baseline parameters, ensuring that workloads are assigned to GPUs with minimal predicted interference.

Career Highlights

Ridhi Surana is currently employed at VMware, Inc., where he continues to develop cutting-edge technologies in the realm of virtualized graphics processing. His work has positioned him as a key player in the advancement of GPU virtualization.

Collaborations

Surana collaborates with talented individuals such as Xiaolong Cui and Xin Xu, contributing to a dynamic and innovative work environment.

Conclusion

Ridhi Surana's contributions to virtual GPU technology through his patents and work at VMware, Inc. highlight his role as a leading inventor in the field. His innovative solutions are paving the way for advancements in virtualized systems.