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A Probe Set Determination Method Based on Spanning Tree Algorithm

Published: 16 November 2023 Publication History

Abstract

With the rapid development of network technologies such as the Internet of Things, the scale of networks has gradually increased. The P2P networks have been gradually studied, and fault detection and localization for large-scale networks have become a hot research topic. Generally, probes are usually used to quickly locate the fault nodes, but the ability to locate network faults is determined by the choice of probes. This paper studies the probe set determination problem and proposes the criteria named segmentation entropy to judge the probe set. Then a probe set determination method is proposed which does not require a candidate set and performs better than the random probe selection algorithm. Experimental results proves that the proposed algorithm can quickly obtain excellent probe sets.

References

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Mark Brodie, Irina Rish, Sheng Ma. Optimizing Probe Selection for FaultLocalization.12th International Workshop on Distributed Systems: Operations and ManagementDSOM'2001 Nancy France, October 15-17, 2001.
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Likun Yu, Xuesong Qiu,Yan Qiao, Xingyu Chen, Yanguang Liu. Optimizing Probe Selection Algorithms for Fault Localization. Proceedings of IC-BNMT2010. 200-204
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Qi Xiaogang, Ma Wenchao, Li Jiahui. The study of detection path selection methods in network fault detection. Journal of Natural University. 2022.28(2):320∼327.
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XIA Zhao, SUN Peng. End to end for network devices fault diagnosis type based on probe. Telecom Engineering Technics and Standardization. 2019.1(32): 73∼77.
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DONG Shuai, MO Hao-ying, HU Jiang-min, Probe-based Network Status Monitoring Technology [J]. Communications Technology, 2019, 52(04): 908-911.
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Qi Xiaogang, Wang Zhiping, Li Jiahui, Liu Lifang. Probing path selection algorithm for multi-node failure localization in networks[J]. CAAI Transaction on intelligent systems, 2021,16(4): 766-773.
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Yang Feng, Chen Kangxian, An Yueting. Research on Intelligent Optimization Technology of Wireless Local Area Network Based on Network Probes[J]. International Proposals, 2012.1:57-60
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Ma Xikun, Yu Jingjie, Wang Peng. Probe-based Network Security Warning System and Its Functions[J]. Scientific Management. 2013.28(10):78-80

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    HP3C '23: Proceedings of the 2023 7th International Conference on High Performance Compilation, Computing and Communications
    June 2023
    354 pages
    ISBN:9781450399883
    DOI:10.1145/3606043
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 16 November 2023

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    Author Tags

    1. P2P network
    2. fault location
    3. large-scale network
    4. network probe
    5. spanning tree

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    • Research-article
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    • Refereed limited

    Funding Sources

    • the fundamental project from Science and Technology of Complex Electronic System Simulation Laboratory

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    HP3C 2023

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