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The **Distributed Task Scheduler** is a fault-tolerant and scalable distributed system that dynamically assigns tasks to worker nodes. It uses **Zookeeper** for worker coordination, leader election, and task assignment. The system ensures task execution in a distributed environment, with built-in recovery for worker failures.