CareerByteCode’s Substack

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Trainings

Week 1–2: Multi-Cloud VM Provisioning & Cost Optimization Mastery

Bavithran's avatar
Geetha's avatar
Bavithran and Geetha
Dec 01, 2025
∙ Paid

I Scenario:

Provision same VM spec (Ubuntu, 2 vCPU, 4GB RAM, SSD) in AWS, Azure, GCP

1. Problem Statement

In a multi-cloud environment, managing and provisioning identical virtual machines (VMs) across different cloud providers (AWS, Azure, GCP) manually is time-consuming, error-prone, and inconsistent. Each provider has its own interface, configuration se…

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