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Highlights of New Features and Improvements in vSphere 7/vSAN 7/NSX-T 3 for High Performance Computing and Machine Learning


vSphere 7.0 is the biggest release of vSphere in over a decade, with a completely new design to power modernization of both infrastructure and applications. The headline news is that vSphere now support Kubernetes natively, so that you can run VMs and containers on the same platform. In addition, the new release of vSphere 7.0 Read more...

Using Machine Learning Operations (MLOps) Solutions from Dotscience on VMware vSphere with Kubernetes


Machine Learning (ML) development processes have several similarities to software development, but they are also different in subtle ways. This article describes the application of software development disciplines like version control, checking work into a repository, sharing artifacts between practitioners, dataset and model governance, etc., to the field of machine learning, where versions and models Read more...

Scaling Distributed Machine Learning leveraging vSphere, Bitfusion and NVIDIA GPU (Part 2 of 2)


In part 1 of this blog we introduced distributed machine learning and virtualized infrastructure components used in the solution. In this part, we will look at the testing methodology and the results. The scalability of worker nodes and fractional GPUs leveraging Bitfusion will be analyzed.     5 Testing   5.1        Running the Distributed TensorFlow Read more...