What are some common techniques for ensuring data integrity in a multi-threaded application?

Medium difficulty

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Here's a hint

Clearly explain various methods such as mutexes, semaphores, and atomic variables. You should also mention the importance of avoiding deadlocks and race conditions and using thread-safe libraries when available.

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