Tag: VMware Cloud Foundation
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Performance Troubleshooting in VCF Operations: Chase Contention, Not Utilization (VCF 9 Operations Series, Part 7)
Performance troubleshooting in VCF Operations is a hunt for contention: CPU ready, co-stop, ballooning, swap and latency. Use the Troubleshooting Workbench to find cause, not utilization.
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What Does Running Out of Capacity Mean in VCF Operations? (VCF 9 Operations Series, Part 6)
Capacity in VCF Operations is time remaining on your most constrained resource, measured against usable capacity. How the demand vs allocation model and HA admission control change the answer.
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Alerts and Symptoms in VCF Operations Without the Alert Fatigue (VCF 9 Operations Series, Part 5)
Symptoms, alert definitions, recommendations and actions in VCF Operations, and the four levers, wait cycles, severity ladders, notification rules and deactivation, that end alert fatigue.
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Dashboards in VCF Operations That Actually Get Used (VCF 9 Operations Series, Part 4)
Most predefined VCF Operations dashboards never get opened twice. How to build the few that earn their place: scoped, interactive, audience-driven, plus views and reports.
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Deploying and Connecting VCF Operations: Adapters, Cloud Proxies and Data Sources (VCF 9 Operations Series, Part 3)
In VCF 9 the installer deploys VCF Operations, so the work is connection: integrations, accounts and adapters, cloud proxies and collector groups, and the defaults that bite.
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The VCF Operations Data Model: Objects, Metrics, Properties and Relationships (VCF 9 Operations Series, Part 2)
The VCF Operations data model explained: objects, metrics, properties and relationships, and why telling a metric from a property decides whether your alerts ever fire.
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What VCF Operations Is in VCF 9: The Day-2 Console That Replaced Aria Operations (VCF 9 Operations Series, Part 1)
VCF Operations is the mandatory day-2 console in VMware Cloud Foundation 9. What it is, what it absorbed from Aria Operations, and why to run it as a tier-0 service.
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VMware Cloud Foundation 9: Lessons From the Whole Series and My Verdict (VCF 9 Series, Part 37)
The capstone to the 36-part VCF 9 series: the through-line, the five decisions that decide every program, what 9.1 fixed, where the platform still bites, and a straight verdict on who should adopt it now.
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My VCF 9 Architect (2V0-13.25) Exam Experience
Hey, thanks for visiting here. First of all, I would like to wish you all the best if you are planning to attempt or currently preparing for the VMware Cloud Foundation (VCF) 9 Architect exam (2V0-13.25). Though I am not the first one sharing this kind of experience, I still thought to write this because…
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VMware Private AI Foundation in VCF 9: Everything You Need to Know (FAQs)
Category Question Answer Deployment & Infrastructure What kind of infrastructure is required to run VMware Private AI on-premises? VMware vSphere / VCF 9 clusters with NVIDIA GPUs (Blackwell GPUs recommended for high-performance AI workloads). Deployment & Infrastructure Can it run on existing VMware vSphere clusters or do we need new hardware? Yes, it integrates with…
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How VMware Private AI Foundation with NVIDIA in VCF 9 is Changing Enterprise AI
A few months ago, I was working with a customer who was running critical workloads on VMware on-premises. They were already using AWS internally for a GenAI chatbot, but now they wanted to expand AI use cases to predict and remediate infrastructure issues, including agentic AI solutions. The challenge? They didn’t want to rely on…
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Zero Downtime for AI Workloads: How VCF 9 Transforms vMotion for AI/ML Environments
Imagine this, your GPUs are crunching away at massive models, everything looks good… and then the dreaded email arrives from IT: “We received a critical patch for ESXi and need to patch the host tonight. Please stop your workload, as there will be slight downtime for heavy workload based VMs during this activity.” Stopping wasn’t…
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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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