New White Paper: Optimize Virtualized Deep Learning Performance with New Intel Architectures

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By Dave Jaffe, VMware Performance Engineering and Padma Apparao, Intel – VMware Center of Excellence A new white paper is available showing the advantages of running deep learning image classification on the 2nd Generation Intel Xeon Scalable processor compared to previous Intel processors, and to show the performance benefits of running on the VMware vSphere Read more...

Sharing GPU for Machine Learning/Deep Learning on VMware vSphere with NVIDIA GRID: Why is it needed? And How to share GPU?

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By Lan Vu, Uday Kurkure, and Hari Sivaraman  Data scientists may use GPUs on vSphere that are dedicated to use by one virtual machine only for their modeling work, if they need to. Certain heavier machine learning workloads may well require that dedicated approach. However, there are also many ML workloads and user types that do not use Read more...
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VMware Speedily Resolves Customer Issues in vSAN Performance Using AI

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We in VMware’s Performance team create and maintain various tools to help troubleshoot customer issues—of these, there is a new one that allows us to more quickly determine storage problems from vast log data using artificial intelligence. What used to take us days, now takes seconds. PerfPsychic analyzes storage system performance and finds performance bottlenecks Read more...