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By: mhuppert | October 16, 2019

End to End Machine Learning with Natural Language processing for training and inference on vSphere (Part 2 of 2)

End to End Machine Learning with Natural...

In part 1 of the blog we introduced end to end machine learning. The conceptual architecture with all software and hardware components for the solution was described. The steps in the solution deployment were shown. Sentiment Analysis basics Sentiment Analysis is a binary classification task. It predicts positive or negative sentiment using raw user text. The post End to End Machine Learning with Natural Language processing for training and inference on vSphere (Part 2 of 2) appeared first on... Read More

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By: mhuppert | October 13, 2019

Distributed Machine Learning on VMware vSphere with GPUs and Kubernetes: a Webinar

Distributed Machine Learning on VMware vSphere...

This article directs you to a recent webinar that VMware produced on the topic of executing distributed machine learning with TensorFlow and Horovod running on a set of VMs on multiple vSphere host servers. Many machine learning problems are tackled using a single host server today (with a collection of VMs on that host). However, The post Distributed Machine Learning on VMware vSphere with GPUs and Kubernetes: a Webinar appeared first on Virtualize Applications.

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By: mhuppert | September 30, 2019

Machine Learning, GPUs and VMware: Sessions, Labs, Workshops and Panels at VMworld Europe, 4th-7th Nov 2019

Machine Learning, GPUs and VMware: Sessions,...

This page shows all of the breakout sessions, labs and workshops at VMworld Europe, 2019, that deal with machine learning and GPUs on VMware. These are collected here so that you can build your schedule to include these interesting talks, labs and workshops in your schedule. Monday – Workshop and Lab Session Title Date and The post Machine Learning, GPUs and VMware: Sessions, Labs, Workshops and Panels at VMworld Europe, 4th-7th Nov 2019 appeared first on Virtualize Applications.

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By: mhuppert | September 20, 2019

Machine Learning on VMware vSphere: Workload Types and When GPU Usage Make Sense

Machine Learning on VMware vSphere: Workload...

Watch this free VMware webcast to look at running two types of ML workloads on VMware vSphere. One ML type uses table-oriented data and another uses images, voice, or video data identifying the best opportunities for using GPUs to accelerate workloads. Now available on demand!

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By: mhuppert | August 31, 2019

Distributed Machine Learning on vSphere leveraging NVIDIA vGPU and Mellanox PVRDMA

Distributed Machine Learning on vSphere...

Introduction While virtualization technologies have proven themselves in the enterprise with cost effective, scalable and reliable IT computing, High Performance Computing (HPC) however has not evolved and is still bound to dedicating physical resources to obtain explicit runtimes and maximum performance. VMWare has developed technologies to effectively share accelerators for compute and networking. VMWare, The post Distributed Machine Learning on vSphere leveraging NVIDIA vGPU and Mellanox... Read More

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By: mhuppert | August 31, 2019

Machine Learning with Horovod, vGPU & PVRDMA on VMware PKS

Machine Learning with Horovod, vGPU & PVRDMA on...

vSphere supports virtualization of the latest hardware from NVIDIA the T4 GPUs and Mellanox with their Connect X-5 RoCE. There is a potential to combine the benefits of vSphere with the capabilities of these type of high-performance hardware accelerators for Horovod based machine learning and build a compelling solution. VMware, NVIDIA & Mellanox teamed together to develop and create a proof of concept for a High Performance Horovod based machine learning environment.

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By: mhuppert | August 26, 2019

GPUs for Machine Learning on VMware vSphere: Decision-maker’s Guide

GPUs for Machine Learning on VMware vSphere:...

Are you being asked to provide GPUs to your application developers and data scientists for machine learning or high performance computing? Are users asking for more than one GPU to be usable for their application? Are you interested in cost-effective ways to share GPUs across the entire data science team? If any of these types The post GPUs for Machine Learning on VMware vSphere: Decision-maker’s Guide appeared first on Virtualize Applications.

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By: mhuppert | August 24, 2019

Machine Learning Leveraging NVIDIA GPUs with Bitfusion on VMware vSphere (Part 2 of 2)

Machine Learning Leveraging NVIDIA GPUs with...

In part 1, we have looked at two options for sharing GPUs, NVIDIA vGPU and Bitfusion. In addition, we have discussed Bitfusion architecture and its primary use-cases. In this part 2, we will look at our performance testing methodology and Bitfusion results with three different networking options for remote GPU usage. Testing Methodology In this The post Machine Learning Leveraging NVIDIA GPUs with Bitfusion on VMware vSphere (Part 2 of 2) appeared first on Virtualize Applications.

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By: mhuppert | August 23, 2019

3D Graphics like never before with VMware Horizon and NVIDIA T4 GPUs

3D Graphics like never before with VMware...

VMware Horizon with Blast Extreme 3D graphics has always been at the forefront when it comes to breaking the tethers of a physical workstation and delivering immersive 2D and 3D graphics seamlessly rendered on any device, accessible from any location. Used extensively by graphics designers and engineers, Blast Extreme delivers a great user experience on The post 3D Graphics like never before with VMware Horizon and NVIDIA T4 GPUs appeared first on VMware End-User Computing Blog.

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By: mhuppert | August 20, 2019

GPU on Kubernetes Clusters

GPU on Kubernetes Clusters

Writing this post is a way for me to learn about GPU on K8's. This is something that has come up recently with customers I've been speaking to. In particular around IoT. Typically the requirement is GPU scheduling on some form of virtualization and an eye on the cost of delivering this platform.

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By: mhuppert | August 16, 2019

Out now! Learning Guide – GPUs for Machine Learning on vSphere

Out now! Learning Guide – GPUs for Machine...

Graphics Processing Units (GPU) represent a key accelerator technology on VMware vSphere for those who are working in the fields of machine learning (ML) and high performance computing (HPC). Traditionally, GPUs have been used by those who want to do high-end graphics, such as product design/CAD in VDI workloads on vSphere. We place our focus The post Out now! Learning Guide – GPUs for Machine Learning on vSphere appeared first on VMware vSphere Blog.

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By: mhuppert | August 15, 2019

A New Learning Guide for Use of GPUs on VMware vSphere for Machine Learning and High Performance Computing

A New Learning Guide for Use of GPUs on VMware...

Graphics Processing Units (GPUs) represent a key accelerator technology on vSphere for those who are working in the fields of machine learning (ML) and high performance computing (HPC). Traditionally, GPUs have been used by those who want to do high-end graphics, such as product design/CAD in VDI workloads on vSphere. We place our focus here The post A New Learning Guide for Use of GPUs on VMware vSphere for Machine Learning and High Performance Computing appeared first on Virtualize... Read More

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By: mhuppert | August 14, 2019

Next Gen SD-WAN: Seamless Conversions without Downtime

Next Gen SD-WAN: Seamless Conversions without...

You’ve probably already realized that you need to migrate to an SD-WAN solution, but perhaps you’re still concerned about the potential impacts of making that change. Fortunately, one of the benefits of embracing a software-based approach to networking is enabling a seamless migration. With a highly reliable next-gen SD-WAN, there’s no need to incur any The post Next Gen SD-WAN: Seamless Conversions without Downtime appeared first on VeloCloud by VMware.

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By: mhuppert | August 14, 2019

VMware NSX-T: Create IP Pools

VMware NSX-T: Create IP Pools

In this blog post I will go through the steps that are needed in order to create an IP pool that will be used by our Virtual Tunnel Endpoints (VTEP). VTEPs are the source and destination IP addresses that are used in the external IP header in order to identify the hypervisor hosts that are... Read More

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By: mhuppert | August 11, 2019

VMware NSX-T: Creating Transport Zones

VMware NSX-T: Creating Transport Zones

In this blog post, I will go through the steps that it takes to create transport zones within NSX-T. Before we get started with the creation of the transports zone, let's explain what transport zones are Transport Zone Overview Transport zones control which hosts and, essentially, which VMs can part

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By: mhuppert | August 10, 2019

How VMware NSX Service Mesh is Purpose-Built for the Enterprise

How VMware NSX Service Mesh is Purpose-Built...

Service Mesh is fast becoming one of those hot topics where every industry player must have an offering in this space. Open source service mesh projects like Linkerd and Istio, or others like Consul from HashiCorp and Universal Service Mesh from Avi Networks (now a VMware company!) are all trying to

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By: mhuppert | August 10, 2019

NSX-T host preparation failures

NSX-T host preparation failures

NSX-T host preparation failures may result in the error "Failed to install software on host. Invalid host type or host not supported." This error message will appear when attempting to add an ESXi host as a NSX-T Transport Node when the ESXi host version is not compatible.

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By: mhuppert | August 10, 2019

NSX-T Single N-VDS Multi-TEP Baremetal Edges Deployment and Configuration

NSX-T Single N-VDS Multi-TEP Baremetal Edges...

With the release of version 2.4, NSX-T now supports a Single N-VDS and Multi-TEP Baremetal Edge Configuration. With a Multi-TEP design, we could achieve redundancy when a TEP uplink fails instead of failing over to the Stand-by Edge node. This is the recommended configuration when we have two or..

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By: mhuppert | August 05, 2019

L2 bridging with VMware NSX-T

L2 bridging with VMware NSX-T

My name is Michal Grzeszczak and I am a senior consultant at Xtravirt (www.xtravirt.com), an independent cloud consulting business and VMware Master Services Competent Partner. In this blog, I’d like to share with you my experience of L2 bridging with VMware® NSX-T Data Center and help... Read More

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By: mhuppert | August 04, 2019

VMware Cloud on AWS: NSX Networking and Security eBook

VMware Cloud on AWS: NSX Networking and...

Check out my latest book co-authored with my colleagues Gilles Chekroun (@twgilles) and Nico Vibert (@nic972) on VMware NSX networking and security in VMware Cloud on AWS. Thank you Tom Gillis (@_tomgillis), Senior Vice President/General Manager, Networking and Security Business Unit for writing the foreword and providing some great insight. Download the eBook for Free The post VMware Cloud on AWS: NSX Networking and Security eBook appeared first on Network Virtualization.

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