What is the difference between shared memory and message passing in AI?
Shared memory allows multiple processes to access the same memory space, while message passing involves sending data between processes.
Can you give an example of when to use shared memory?
Shared memory is ideal for applications requiring fast data access, like real-time simulations or gaming.
What are the advantages of message passing?
Message passing is more flexible and can work across different machines, making it suitable for distributed systems.
Are there any downsides to using shared memory?
Yes, shared memory can lead to issues like race conditions and requires careful synchronization.
Which method is more commonly used in modern AI applications?
It depends on the application, but message passing is often preferred in distributed AI systems for its scalability.
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