A survey on network tomography technology

Xiaojia XU; Yongcai WANG; Deying LI

doi:10.11959/j.issn.2096-6652.202316

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A survey on network tomography technology

Surveys and Prospectives | 更新时间：2024-04-04

- A survey on network tomography technology
- Chinese Journal of Intelligent Science and Technology Vol. 5, Issue 2, Pages: 163-179(2023)
- 作者机构：
  
  1. 中国人民大学信息学院，北京 100872
  2. 警务物联网应用技术公安部重点实验室，北京 100048
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.2096-6652.202316
  CLC： TP393
- Revised：2023-03-24，
  
  Online First：2023-06，
  
  Published：15 June 2023
- 稿件说明：
移动端阅览
Xiaojia XU, Yongcai WANG, Deying LI. A survey on network tomography technology[J]. Chinese Journal of Intelligent Science and Technology, 2023, 5(2): 163-179.
DOI：

Xiaojia XU, Yongcai WANG, Deying LI. A survey on network tomography technology[J]. Chinese Journal of Intelligent Science and Technology, 2023, 5(2): 163-179. DOI： 10.11959/j.issn.2096-6652.202316.

摘要

网络诊断是一种高效且方便的通过端到端路径的性能测量来推断网络内部状态的方法，在有线和无线网络的链路测量和故障定位中得到了广泛应用。对网络诊断的4种基础模型布尔网络诊断技术、可加网络诊断技术、带宽网络诊断技术、随机网络诊断技术的模型基础进行了总结分析。系统梳理了网络诊断技术中的关键问题，主要包括监视器放置、信标服务放置、路径构建和数据分析、网络诊断中可识别性，以及不保证识别性时的网络诊断攻击等。同时梳理了基于网络编码的网络诊断、基于神经网络的网络诊断和网络功能虚拟化中节点故障定位等网络诊断领域的新研究和新问题。最后，基于网络诊断技术的发展现状，分析探讨了未来网络诊断技术的发展趋势。

Abstract

Network tomography is an efficient and convenient tool to infer the internal state of a network through end-toend path measurement.It has been widely used in link measurement and fault location of wired and wireless networks.This paper summarized and analyzed the model foundation of four basic models of network tomography

boolean network tomography technology

additive network tomography technology

bandwidth network tomography technology and the stochastic network tomography technology.This paper systematically combed the key problems in network tomography technology

including monitor placement

beacon and service placement

path construction and data analysis

the problem of identifiability

and attack in network tomography when identification was not guaranteed.At the same time

the new research and new problems in the field of network tomography such as network tomography with network coding

neural network tomography and node fault location method in NFV were sorted out.Finally

based on the development status of network tomography technology

the future development trend of network tomography was analyzed and discussed.

关键词

Keywords

references

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