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Uday Kurkure

Master Engineer

Uday Kurkure is an expert on accelerators for machine learning at Broadcom. His skillset ranges from writing compilers, designing ASICS/FPGAs, computer graphics to virtualization technologies. He is a Stanford and IIT graduate in CS. He is a winner of the most prolific inventor award by Broadcom. He has 30+ patents and many research papers.

Author's Posts

Machine Learning

No Virtualization Tax for MLPerf Inference 3.0 Using NVIDIA Hopper and Ampere vGPUs and NVIDIA AI Software with vSphere 8.0 U1

In this blog, we show the MLPerf Inference v3.0 test results for the VMware vSphere virtualization platform with NVIDIA H100 and A100-based vGPUs. Our tests show that when NVIDIA vGPUs are used in vSphere, the workload performance is the same as or better than it is when run on a bare metal system.

Uday Kurkure
April 17, 2023
Machine Learning

Scaling Up Machine Learning Training in VMware vSphere with NVLink-connected vGPUs and NVIDIA AI Enterprise

Uday Kurkure
May 17, 2022
Machine Learning

VMware and NVIDIA solutions deliver high performance in machine learning workloads

Uday Kurkure
October 8, 2021
GPU

MLPerf Inference Virtualization in VMware vSphere Using NVIDIA vGPUs

Uday Kurkure
December 1, 2020
Virtualization

Episode 3: Performance Comparison of Native GPU to Virtualized GPU and Scalability of Virtualized GPUs for Machine Learning

Uday Kurkure
October 12, 2017
Virtualization

Machine Learning on vSphere 6 with Nvidia GPUs - Episode 2

Uday Kurkure
March 9, 2017
Machine Learning

Machine Learning on VMware vSphere 6 with NVIDIA GPUs

Uday Kurkure
October 6, 2016