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High Speed Network Sampling

Ole Arild Rindalsholt-2005-01-01-Duo Research Archive (University of Oslo)

TL;DRAbstract

Abstract \n\nClassical Sampling methods play an important role in the current practice of Internet measurement. With today’s high speed networks, routers cannot manage to generate complete Netflow data for every packet. They have to perform restricted sampling. This thesis summarizes some of the most important sampling schemes and their applications before diving into an analysis on the effect of sampling Netflow records.

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Abstract \n\nClassical Sampling methods play an important role in the current practice of Internet measurement. With today’s high speed networks, routers cannot manage to generate complete Netflow data for every packet. They have to perform restricted sampling. This thesis summarizes some of the most important sampling schemes and their applications before diving into an analysis on the effect of sampling Netflow records.

Keywords

Sampling (signal processing)Computer scienceTelecommunications

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