Data streaming algorithms for efficient and accurate estimation of flow size distribution

@inproceedings{Kumar2004DataSA,
  title={Data streaming algorithms for efficient and accurate estimation of flow size distribution},
  author={Abhishek Kumar and Minho Sung and Jun Xu and Jia Wang},
  booktitle={SIGMETRICS},
  year={2004}
}
Knowing the distribution of the sizes of traffic flows passing through a network link helps a network operator to characterize network resource usage, infer traffic demands, detect traffic anomalies, and accommodate new traffic demands through better traffic engineering. Previous work on estimating the flow size distribution has been focused on making inferences from sampled network traffic. Its accuracy is limited by the (typically) low sampling rate required to make the sampling operation… CONTINUE READING

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