TPEFD:an SDN-based efficient elephant flow detection method

TIAN Yu; LIU Jing; LAI Ying-xu; BAO Zhen-shan; ZHANG Wen-bo

doi:10.11959/j.issn.2096-109x.2017.00167

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TPEFD:an SDN-based efficient elephant flow detection method

学术论文 | 更新时间：2024-06-03

- TPEFD:an SDN-based efficient elephant flow detection method
- 暂无标题
- 网络与信息安全学报 2017年3卷第5期页码：70-76
- 作者机构：
  
  1. Faculty of Information Technology,Beijing University of Technology,Beijing 100124,China
  2. Key Laboratory of Trusted Computing,Beijing 100124,China
  3. Information Security Rank Protection Key Technology National Engineering Laboratory,Beijing 100124,China
- 作者简介：
  
  [ "TIAN Yu (1990-),born in Shandong. She is a master student in Beijing University of Technology. Her research interests include computer networks and security." ]
  [ "LIU Jing (1978-),born in Beijing,Master degree. She is a lecturer in Beijing University of Technology. Her research interests include network security,trusted computing." ]
  [ "LAI Yingxu (1973-),born in Liaoning. Ph.D degree. She is a professor in Beijing University of Technology. Her research interests include network access control,virus defense technology,network security engineering,trusted computing theory and applications." ]
  [ "BAO Zhenshan (1965-),born in Beijing. He is a vice professor in Beijing University of Technology. His research interests include embedded system,computer network,industrial control computer,ruggedized computer." ]
  [ "ZHANG Wenbo (1980-),born in Henan. Ph.D degree. She is a lecturer in Beijing University of Technology. Her research interests include heterogeneous computing,embedded systems,trusted computing theory and application." ]
- 基金信息：
  
  北京市自然科学基金资助项目;The Natural Science Foundation of Beijing(4162006);The Natural Science Foundation of Qinghai Province(2017-ZJ-912)
- DOI：10.11959/j.issn.2096-109x.2017.00167
  中图分类号：
- 网络首发：2017-05，
  
  纸质出版：2017-05-15
- 稿件说明：
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TIAN Yu, LIU Jing, LAI Ying-xu, 等. TPEFD:an SDN-based efficient elephant flow detection method[J]. 网络与信息安全学报, 2017,3(5):70-76.
TIAN Yu, LIU Jing, LAI Ying-xu, 等. TPEFD:an SDN-based efficient elephant flow detection method[J]. 网络与信息安全学报, 2017,3(5):70-76. DOI： 10.11959/j.issn.2096-109x.2017.00167.

DOI：

摘要

Software-defined networking (SDN) is a new approach to configure and operate programmable switches of the networks (especially the data center networks) through a centralized software controller.Elephant flows normally exist in data center networks and take up a large amount of network bandwidth

so the elephant flow detection is very important to ease network congestion.A two-phase real-time detection (TPEFD) method was proposed to detect the elephant flows in the SDN-based network.First

the controller obtained aggregated statistics and shrank sample scope until it was small enough

packets were sampled in the scope in switches.In order to identify the elephant flows

the sFlow sampling results were compared with the dynamic threshold.If the sampling value exceeded the threshold value

the flow was recognized as an elephant flow.The efficiency of our method in an SDN experimental environment was evaluated.The experimental results indicated that the proposed method was feasible and the detection time was efficient.

Abstract

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references

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