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Computing Resources Needed

Different organizations require different computing resources; no optimal solution fits all. Some commercial applications, especially in the CFD and crash simulation areas are available in parallel versions (both multithreaded and MPI). If a parallel version of the application is available and the input data is such that the performance scales well, you can improve performance significantly by running the job in parallel. A CFD simulation runs seven times faster on eight CPUs compared to one CPU. Thus, the results are available overnight instead of in two days. In most organizations the majority of the jobs are single threaded. Some applications scale well to a modest number of CPUs; a few applications scale to a large number of CPUs. The exact numbers differ among organizations, but a similar distribution is often seen. FIGURE 1 shows a typical workload distribution.

FIGURE 1 Typical Workload Distribution GraphΓ‘No. of CPUs Per Job Versus No. of Jobs

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