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Showing posts from October, 2025

What is Virtualization?

  Virtualization is a foundational concept in the world of data engineering, revolutionizing the way we manage and process data. In essence, virtualization allows you to create multiple "virtual" instances of computer resources within a single physical server or across a cluster of servers. These virtual instances, often referred to as virtual machines (VMs) or containers, enable data engineers to compartmentalize and optimize their data processing workloads. If you're just starting with virtualization for data engineering, here's what you need to know: 1. Efficiency and Resource Management: Virtualization provides a means to efficiently manage resources. By creating isolated virtual environments, you can run multiple data processing workloads on a single server without interference, making the most of your hardware. 2. Scalability: Virtualization allows you to scale your data engineering infrastructure easily. Whether you need more processing power or additional en...