Tag: Workload Domain
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Prepare a GPU Workload Domain for VMware Private AI Foundation (Private AI Series, Part 8)
A field-tested, bottom-up procedure for standing up a GPU-accelerated workload domain on VCF 9.0 for Private AI Foundation: firmware, the vLCM vGPU driver, Shared Direct, a single-zone Supervisor, and the mistakes that actually bite.
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VCF 9 Cutover and Decommission: The Teardown Failures That Actually Bite (VCF 9 Series, Part 18)
Cutting over to VCF 9 and tearing down the old environment? Here are the decommission failures that bite at workload domain delete, host removal, NSX edge and vSAN evacuation, and how to recover.
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Bringing Existing vSAN and NSX Under VCF 9: The Brownfield Import Requirements (VCF 9 Series, Part 14)
The VCF 9 import workflow brings an existing vCenter, vSAN and NSX in as a workload domain, but it switches on the Distributed Firewall and trips over ELM, standard switches and baselines. Here is what actually breaks in the field and how to get ahead of it.
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Deploy a VI Workload Domain in VCF 9 with VCF Operations (VCF 9 Series, Part 9)
Deploy a VI workload domain in VCF 9 from the VCF Operations console: commission hosts, choose storage and NSX, and the default-on Supervisor toggle worth turning off.
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VCF 9 Reference Architecture: Sizing, Topology and Design Trade-offs (VCF 9 Series, Part 7)
The VCF 9 management domain topology, appliance sizing and the standard versus consolidated decision, plus the one appliance (VCF Automation) that quietly drives your whole BOM.
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VMware Cloud Foundation 9 Architecture: Fleet, Instances and Domains Explained (VCF 9 Series, Part 2)
The VCF 9 hierarchy is fleet, instance, domain, cluster. Here is what each layer really means, the host-count minimums, and why you should schedule change windows by domain and fleet-services, not by vCenter.
Architect’s Toolkit
PJ’s Tools
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
- 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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