Intro to Scientific Computing
Performance profiling is the process of analyzing and measuring the execution efficiency of software to identify bottlenecks and areas for improvement. By understanding where a program spends most of its time, developers can make informed decisions to optimize performance, which is critical in scientific computing where large datasets and complex calculations are common. This process often involves collecting data on resource usage, such as CPU and memory consumption, and interpreting that data to enhance software efficiency.
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