Time Stratified Packet Sampling Based on Measurement Buffer for Flow Measurement
DOI:
Author:
Affiliation:

Clc Number:

Fund Project:

  • Article
  • |
  • Figures
  • |
  • Metrics
  • |
  • Reference
  • |
  • Related
  • |
  • Cited by
  • |
  • Materials
  • |
  • Comments
    Abstract:

    Although NetFlow is widely deployed for traffic measurement, the sampling method of Netflow has shortcomings: it consumes excessive router resource during flooding attacks; selecting a suitable static sampling rate is difficult because no single rate gives the right tradeoff between resource consumption and accuracy for all traffic mixes. An easily-implemented packet sampling method is presented in this paper, which samples a fixed number of packets in the constant period with measurement buffer. The method can automatically adapt the sampling rate to traffic variety and provide the controllability of resource consumption. Theoretical analyses demonstrate that the new method can provide unbiased estimation with certain relative standard deviation bound. Experiments are also conducted with the real network traces. Results show that the proposed method can achieve simplicity, adaptability and controllability of resource consumption without sacrificing accuracy compared with other sampling methods.

    Reference
    Related
    Cited by
Get Citation

王洪波,韦安明,林宇,程时端.流测量中基于测量缓冲区的时间分层分组抽样.软件学报,2006,17(8):1775-1784

Copy
Share
Article Metrics
  • Abstract:
  • PDF:
  • HTML:
  • Cited by:
History
  • Received:August 23,2005
  • Revised:January 09,2006
  • Adopted:
  • Online:
  • Published:
You are the firstVisitors
Copyright: Institute of Software, Chinese Academy of Sciences Beijing ICP No. 05046678-4
Address:4# South Fourth Street, Zhong Guan Cun, Beijing 100190,Postal Code:100190
Phone:010-62562563 Fax:010-62562533 Email:jos@iscas.ac.cn
Technical Support:Beijing Qinyun Technology Development Co., Ltd.

Beijing Public Network Security No. 11040202500063