Big Data

Machine Learning with GPUs on vSphere

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The VMware team had a very productive summer when it comes to publishing studies of running Machine Learning workloads using GPUs on vSphere.  Here is a roundup of blog articles published in the last few months.  This series goes over the various options for using GPUs with vSphere, and compares and contrasts the capabilities and Read more...

vSphere 6.7: Suspend and Resume of GPU-attached Virtual Machines

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VMware vSphere  is the Universal Application Platform of choice for deployment of all kinds of applications – from end-user virtual desktops to very large databases, machine learning systems and in-memory data management systems. vSphere 6.7  became generally available in April 2018. This article describes a set of use cases and a demonstration for a new feature Read more...

Big Data Video – Benefits of Virtualizing Big Data on vSphere

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We often get questions from people who are new to big data about the reasons for virtualizing these newer infrastructures and applications. People are also interested in knowing the benefits you can gain from doing so. This video provides a set of answers to those questions. Summarizing the main points discussed in the video, the Read more...

Big Data and HPC section added to VMware BCA Homepage

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The Business Critical Applications (BCA) Homepage now has 8 sections each focused on a specific area of applications and relational database management systems discipline. The newest section to be added to the broader BCA space is “Big Data and High Performance Computing Solutions”.  Although both Big Data and HPC have long occupied important and unique focus Read more...

Why the Data Scientist and Data Engineer Need to Understand Virtualization in the Cloud

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More and more application workloads are moving to the different cloud platforms, whether they be public, private or hybrid clouds. Big data and analytics application workloads are on the move too. It is important that the data science/data engineering users of big data platforms and analytics applications gain a good understanding of the infrastructure in these clouds Read more...

Big Data Performance and Best Practices: New Spark Application Measurements

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The Performance Engineering team at VMware has produced another highly useful report and blog on best practice/performance work they have done in the Big Data area. This new report contains test result data from benchmark tests conducted using Spark-based as well as MapReduce applications. The report also gives you specific advice on best practice implementations. Spark was originally Read more...