What are some real-world examples of multithreading and multiprocessing?
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What are some real-world examples of multithreading and multiprocessing?
Multithreading is often used in web servers to handle multiple requests simultaneously, while multiprocessing is used in data analysis to process large datasets in parallel.
Can you give me specific examples of applications that use these techniques?
Sure! For multithreading, consider web browsers like Chrome, which use it to load multiple tabs at once. For multiprocessing, applications like TensorFlow utilize it for training machine learning models on large datasets.
How do these techniques improve performance?
They improve performance by allowing tasks to run concurrently, reducing wait times and making better use of CPU resources.
Are there any downsides to using multithreading or multiprocessing?
Yes, multithreading can lead to issues like race conditions, while multiprocessing can incur overhead from inter-process communication.
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