The producer-consumer problem is a synchronization challenge in computing where a producer generates data and places it in a shared buffer while a consumer retrieves and removes data from the same buffer. The solution involves managing scenarios where the buffer is full or empty, ensuring the producer sleeps when full and the consumer sleeps when empty, to avoid deadlock. Implementation may involve using a linked list to model the buffer and control mechanisms for data insertion and extraction.