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» Adaptive packet sampling for flow volume measurement
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INFOCOM
2006
IEEE
13 years 11 months ago
Sketch Guided Sampling - Using On-Line Estimates of Flow Size for Adaptive Data Collection
— Monitoring the traffic in high-speed networks is a data intensive problem. Uniform packet sampling is the most popular technique for reducing the amount of data the network mo...
Abhishek Kumar, Jun Xu
ICC
2007
IEEE
120views Communications» more  ICC 2007»
14 years 2 days ago
Fixed-Period Packet Sampling and its Application to Flow Rate Estimation
Abstract— We propose a packet sampling strategy called fixedperiod sampling, which selects at most one packet in every fixedlength period. Under the fixed-period sampling, the...
Sadayoshi Ito, Kousuke Uchiyama, Shigeo Shioda
SIGMETRICS
2009
ACM
140views Hardware» more  SIGMETRICS 2009»
14 years 8 days ago
Maximum likelihood estimation of the flow size distribution tail index from sampled packet data
In the context of network traffic analysis, we address the problem of estimating the tail index of flow (or more generally of any group) size distribution from the observation of...
Patrick Loiseau, Paulo Gonçalves, Sté...
IMC
2004
ACM
13 years 11 months ago
Identifying elephant flows through periodically sampled packets
Identifying elephant flows is very important in developing effective and efficient traffic engineering schemes. In addition, obtaining the statistics of these flows is also ver...
Tatsuya Mori, Masato Uchida, Ryoichi Kawahara, Jia...
SIGMETRICS
2008
ACM
128views Hardware» more  SIGMETRICS 2008»
13 years 5 months ago
Confident estimation for multistage measurement sampling and aggregation
Measurement, collection, and interpretation of network usage data commonly involves multiple stage of sampling and aggregation. Examples include sampling packets, aggregating them...
Edith Cohen, Nick G. Duffield, Carsten Lund, Mikke...