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Micro-Benchmarks vs Macro-Benchmarks
Posted by Kenneth Farmer, Monday September 19 2005 @ 03:25PM EDT
ClusterMonkey.net: In a previous article, we learned how to test an interface with Netpipe. In terms of clusters, Netpipe can be considered a micro-benchmark as it only tests a single (but important) component of the cluster. Can we conclude that good Netpipe performance means we have a good cluster? Well, it depends, maybe we can and then again more testing may be needed. Let's consider the fact that Netpipe performance tells us about the maximum limits of TCP/IP performance between two nodes. When we run parallel applications, there is usually more involved than just raw TCP/IP performance. There is usually an MPI layer between your application and the TCP/IP layer. In addition, there are effects due to compilers and node hardware (i.e. dual vs. single) and even the application itself may stress the interconnect in way not measured by Netpipe. Tests that run over multiple comments are usually referred to as macro-benchmarks because they involve a "whole system test" vs a single component test. Both are valuable, but neither may tell the whole story, however.
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