Category: VMware & Cloud
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VCF 9 Planning and Prerequisites: Sizing, Networking and the Readiness Checklist (VCF 9 Series, Part 4)
A practical planning guide for VMware Cloud Foundation 9: deployment pathways, management domain sizing, network and DNS prerequisites, and a ready-to-use pre-deployment checklist.
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VCF 9 Licensing Explained: Core Counting, the vSAN TiB Entitlement and 5 Costly Mistakes (VCF 9 Series, Part 3)
Part 3 of the VCF 9 Series: how VMware Cloud Foundation 9 licensing really works, from the per-core subscription and 16-core minimum to the vSAN TiB entitlement, VCF vs VVF, and the five mistakes that quietly inflate your bill.
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5 Things That Block vSphere Supervisor Enablement in VCF 9 (and How to Fix Each)
Workload Management says your cluster is ‘incompatible,’ or the Supervisor control plane VMs hang at Configuring. Here are the five most common reasons vSphere Supervisor enablement fails in VCF 9 — and the exact checks and commands to fix each.
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VMware Cloud Foundation 9 Architecture: Fleet, Instances and Domains Explained (VCF 9 Series, Part 2)
Part 2 of the VCF 9 Series: a deep dive into VCF 9 architecture, from the fleet, instance and domain hierarchy to the management and workload domains, plus the design mistakes architects make most.
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VMware Cloud Foundation 9 Explained: The Unified Private Cloud Platform (VCF 9 Series, Part 1)
Part 1 of the VCF 9 Series: a plain-English overview of what VMware Cloud Foundation 9 is, the components it unifies, and why the shift to one API-first private cloud platform changes how you operate.
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5 GPU & vGPU Mistakes That Break VMware Private AI Foundation (and How to Fix Them)
Most failed VMware Private AI Foundation deployments break on host-side GPU configuration, not the model. Here are five vGPU mistakes in VCF 9.1 and the exact commands to confirm and fix each one.
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Why Your VKS Cluster Upgrade Is Stuck: 5 Failure Modes in VCF 9 (and How to Unblock Them)
A VKS cluster upgrade that hangs halfway is almost never a Kubernetes bug. Here are the 5 things that stall VKS/Tanzu cluster upgrades in VCF 9 — version compatibility, PodDisruptionBudgets, stuck worker nodes, etcd health, and Pinniped pods — and how to unblock each one.
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5 Things That Break VKS Clusters in VCF 9 (and How to Fix Them)
Most vSphere Kubernetes Service (VKS) failures in VCF 9 aren’t Kubernetes bugs—they’re infrastructure. Here are the 5 things that break VKS clusters most often and how to diagnose each one fast.
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How to Upgrade VMware Cloud Foundation (VCF) 9.0 to 9.1: Step-by-Step Guide
Upgrading VMware Cloud Foundation 9.0 to 9.1 is a controlled, full-stack sequence. This step-by-step guide covers the order, prerequisites, and gotchas across VCF Operations, Management Services, SDDC Manager, NSX, vCenter, and ESX.
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Introducing the AI Infrastructure Sizing & Cost Calculator
Over the past few months, I have been spending a lot of time exploring on AI infrastructure around VMware Private AI, NVIDIA AI Enterprise, RAG,
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Framework to Analyze Malicious Behaviour in Cloud Environment using Machine Learning Techniques
Framework to Analyze Malicious Behaviour in Cloud Environment using Machine Learning Techniques | IEEE Conference Publication | IEEE Xplore
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Security Analysis and Fraud Prevention in Cloud Computing
Security Analysis and Fraud Prevention in Cloud Computing | 38 | The R
Architect’s Toolkit
VMware Cloud Foundation
- VCF Documentation
- VCF 9 Planning & Preparation Workbook
- VCF Bill of Materials (BoM)
- VMware Compatibility Guide
- VMware Interoperability Matrix
- VMware Configuration Maximums
- VMware Ports & Protocols
- VMware Hands-on Labs
- RVTools Download
Nutanix
AI & Cloud-Native Platform
- AI Infra Sizing & Cost Calculator
- NVIDIA Build (Model Catalog)
- NVIDIA AI Enterprise Reference Architecture
- NVIDIA NIM Performance Benchmarking
- NVIDIA NGC Catalog
- NeMo Microservices Helm Chart
- Helm Charts Repository
- Hugging Face Models
Architecture & Design
About the Author

Dr Pranay Jha
Dr. Pranay Jha is a Cloud and AI Consultant with 18+ years of experience in hybrid cloud, virtualization, and enterprise infrastructure transformation. He specializes in VMware technologies, multi-cloud strategy, and Generative AI solutions. He holds a PhD in Computer Applications with research focused on Cloud and AI, has published multiple research papers, and has been a VMware vExpert since 2016 and a VMUG Community Leader.

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