vSphere Archives - Virtualize Applications

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

nazhang5 posted August 22nd, 2019

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 Read more...

Machine Learning Leveraging NVIDIA GPUs with Bitfusion on VMware vSphere (Part 1 of 2)

nazhang5 posted August 22nd, 2019

In this two-part series, we will look at leveraging Bitfusion for machine learning workloads in VMware virtual environments equipped with NVIDIA GPUs. In the first part, we will discuss the options for sharing NVIDIA GPUs. In the second part, we will look at testing details and the performance results of Bitfusion on vSphere with different Read more...

Drive Oracle Performance and Scalability with vSphere, vSAN, and VMware Cloud on AWS

Charu Chaubal posted July 1st, 2019

Running business-critical Oracle applications on VMware on premises or in the cloud helps organizations maximize resources without compromising application performance and scale dynamically to meet service level commitments. Virtualization also helps IT teams improve manageability, increase agility, and shed costs—and all while serving as a foundation for cloud computing. With a streamlined VMware foundation, IT Read more...

Machine Learning on VMware: Training a Model with H2O.ai Tools, Inference using a REST Server and Kubernetes

Justin Murray posted June 6th, 2019

In this article, we explore the tools and process for (1) training a machine learning model on a given dataset using the H2O Driverless AI (DAI) tool, and (2) deploying a trained model, as part of a scoring pipeline, to a REST server for use by business applications. All of the infrastructure requirements for this Read more...

Workload based sizing with SAP HANA on VMware Cloud Foundation

Dominic Uliano posted May 30th, 2019

SAP HANA on VMware customers now have a choice of two sizing methods for SAP HANA on vSphere. vSphere is a key component of VMware Cloud Foundation that also includes vSAN and NSX. When designing and sizing virtual infrastructure for SAP HANA, customers can choose between the traditional appliance based sizing or can use the Read more...