What are the limitations of serial computing?
Serial computing processes tasks one at a time, which can lead to inefficiencies, especially with complex problems.
Can you give me examples of where serial computing falls short?
Sure! Tasks like large-scale data processing and real-time simulations often require parallel computing to be efficient.
How does parallel computing overcome these limitations?
Parallel computing divides tasks into smaller sub-tasks that can be processed simultaneously, significantly speeding up computation.
Are there specific applications that benefit from parallel computing?
Yes, applications in scientific simulations, machine learning, and big data analytics greatly benefit from parallel processing.
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