Plain Virtualization

Personal views only. This article reflects my own research and perspective. It is not affiliated with, endorsed by, or written on behalf of any employer or vendor. All sources are publicly available. When on-premises GPU capacity runs dry, organisations burst workloads to the cloud — only to discover their data can't follow. NetApp FlexCache bridges that gap without moving a single byte you don't need. 🕓 7 min read • AI Infrastructure • Hybrid Cloud • NetApp ONTAP The GPU queue problem nobody talks about Enterprise AI adoption is accelerating. Data science teams are running more experiments, training larger models, and processing more inference workloads than ever before. The on-premises infrastructure that was sized for last year's ambitions is now permanently oversubscribed. The result is the GPU queue — that invisible...

As a technical professional, it is always very ignoring to see honesty been bridge using marketing words. How many times have you seen creative words been used to justify for something which is not true? Or when they claim they are and they are not? That comes to the topic in my subject. Have you come across products stating that they are validated and compliance instead of Certified and Approved? And you have to explain the meaning behind this. There is a lot of confusion created due to the use of words and to clarify this, we will use an example with sources you can testify what is really Certified and Approved instead of following Validated guidelines or Compliance to follow certain requirements. Let's use VMware products as a discussion. You can find out that VMware vSphere, NSX and vSAN is an Approved DISA STIG solution. If you head over to STIG Viewer , you can see the guidelines given to all the approved solution. You find VMware vCenter, NSX, and ESXi as an approved l...