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Measurement and monitoring functionality is widely deployed in the present Internet infrastructure to gather insight into the operation of the network. It is important to obtain a detailed understanding of the system architectures and workloads associated with packet measurement. We present the results of a quantitative performance analysis of a variety of existing measurement systems under different workloads. These results give us an understanding of how much system resources are necessary to support measurement in next-generation high-performance networks.