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System Design: The Distributed Task Scheduler

System Design: The Distributed Task Scheduler

Define the core function of a task scheduler in allocating resources for background tasks. Discover why large distributed systems require a dedicated, scalable scheduler to manage billions of tasks from multiple sources.

What is a task scheduler?

A task is a unit of computational work requiring resources (CPU, memory, storage, or bandwidth) for a specific duration. For example, uploading media to Facebook or Instagram triggers several background tasks:

  1. Encoding the photo or video into multiple resolutions.

  2. Validating the media for ...