Category: Tech Notes
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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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Where Do You Actually Set MTU in VCF 9? A Plain-English Guide to Jumbo Frames
A non-technical VCF 9 deployment question answered: where exactly do you configure MTU (physical switches, VDS, VMkernel, NSX TEP, gateway, guest VM), which values to use, and how to test it. With diagrams and tables.
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How to Land Your First Cloud Job: Resume, Certs and Interviews (Cloud for Beginners, Part 18)
A practical fresher playbook for getting your first cloud job in 2026: which certification to pick, how to build a resume project, and how to answer the interview questions that actually decide the offer.
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How to Build Cloud Skills for Free: Free Tiers and Labs (Cloud for Beginners, Part 17)
Learn real cloud skills for free in 2026 with the AWS, Azure and Google Cloud free tiers and free labs, and set up the budget alerts that keep you from a surprise bill.
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Public, Private, Hybrid and Multicloud Explained (Cloud for Beginners, Part 16)
Public, private, hybrid and multicloud explained in plain English for freshers, with a real egress cost example and the interview question that always comes up.
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Cloud Reliability, Backups and Disaster Recovery Explained (Cloud for Beginners, Part 15)
Reliability is a number, not a feeling. A plain-English guide to redundancy, backups, RTO and RPO, and the four disaster recovery strategies on AWS, Azure and Google Cloud.
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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