Prompt Detection of Changepoint in the Operation of Networked Systems

机译：在网络系统运行中及时检测变更点

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Detection of network problems is an important step in automating network management. Early detection of performance degradation can alleviate the last moment hassel of network managers. This paper focuses on a statistical method aiming at detecting changepoint as quickly as possible using Bayes factor along with the binary segmentation procedure modified for fast detection. Computer simulation verifies the effectiveness and correctness of the proposed approach.

机译：网络问题的检测是自动化网络管理的重要步骤。尽早发现性能下降可以减轻网络管理员的麻烦。本文着重于一种统计方法，旨在使用贝叶斯因子以及为快速检测而修改的二进制分割程序，尽快检测变化点。计算机仿真验证了该方法的有效性和正确性。

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来源
《International Conference on Computational Science(ICCS 2005) pt.3; 20050522-25; Atlanta, GA(US)》|2005年|P.1125-1129|共5页
会议地点 Atlanta GA(US)
作者
Hyunsoo Kim; Hee Yong Youn;
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作者单位

School of Information and Communications Engineering, Sungkyunkwan University, 440-746, Suwon, Korea;

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会议组织
原文格式 PDF
正文语种 eng
中图分类理论、方法;
关键词
bayes factor; binary segmentation; changepoint detection; network management; non-homogeneous possion process;

机译：贝叶斯因子二元分割变更点检测网络管理非均匀泊松过程;

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1. Efficient Computer Network Anomaly Detection by Changepoint Detection Methods [J] . Tartakovsky A. G., Polunchenko A. S., Sokolov G. Selected Topics in Signal Processing, IEEE Journal of . 2013,第1期

机译：通过变更点检测方法进行高效的计算机网络异常检测
2. Method for Changepoint Detection With Sample Size Accumulation During Radio Equipment Operation [J] . OleksanSolomentsev, Maksym Zaliskyi, Tetyana Herasymenko, Electrical, Control and Communication Engineering . 2020,第1期

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3. Development and Realization of Changepoint Analysis for the Detection of Emerging Faults on Industrial Systems [J] . Sepehr Maleki, Chris Bingham, Yu Zhang IEEE transactions on industrial informatics . 2016,第3期

机译：用于工业系统中新兴故障检测的变点分析技术的开发与实现
4. Prompt Detection of Changepoint in the Operation of Networked Systems [C] . Hyunsoo Kim, Hee Yong Youn International Conference on Computational Science . 2005

机译：提示检测网络系统运行中的变换点
5. An optimal scheduling of pick-place operations of a robot-vision-tracking system by using neural networks and rule-based systems. [D] . Feng, Keqi. 1992

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6. Protocol: Protocol for a prospective controlled cross-sectional diagnostic accuracy study to evaluate the specificity and sensitivity of ambulatory monitoring systems in the prompt detection of hypoxia and during movement [O] . Carlos Areia, Sarah Vollam, Philippa Piper, 2020

机译：规程：一项前瞻性对照横断面诊断准确性研究的规程用于评估动态监测系统在及时发现缺氧和运动过程中的特异性和敏感性
7. Prompt Detection of Changepoint in the Operation of Networked Systems [O] . Hyunsoo Kim, Hee Yong Youn 2005

机译：提示检测网络系统运行中的变换点

Prompt Detection of Changepoint in the Operation of Networked Systems

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