Description: The ‘Task ID’ in distributed computing frameworks is a unique identifier assigned to each task running within a cluster management system. This identifier is crucial for orchestrating and tracking tasks, as it allows users and monitoring systems to distinguish between different running tasks. The Task ID is automatically generated when a new task is launched and is used to refer to it in all subsequent interactions, such as querying status, terminating, or rescheduling. This unique identification approach is fundamental in distributed computing environments, where multiple tasks may run simultaneously across different nodes in the cluster. The structure of the Task ID may include information about the framework that created it, the job identifier, and a sequential number, facilitating the organization and management of tasks. In summary, the Task ID is an essential component for efficient resource management in distributed systems, enabling more effective workload management in a cloud computing environment.
