Thread vs task in multiprocessing.. explain with examples

Question

Accepted Answer

Threads and tasks are both used in multiprocessing, but have different characteristics and use cases.

Threads are lightweight processes within a single process, sharing memory space. They are managed by the operating system.
Tasks are units of work that can be executed asynchronously. They are typically managed by a task scheduler.
Threads are suitable for parallel processing and improving performance, while tasks are useful for handling asynchronous operations and managing complex workflows.
Example: In a web server, threads can be used to handle multiple incoming requests concurrently, while tasks can be used to perform background tasks like sending emails or processing data.
Example: In a video editing application, threads can be used to render multiple frames simultaneously, while tasks can be used to apply filters or effects to individual frames.

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