Distributed detection of topological changes in communication networks

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The goal of topological design of a k-connected computer communication network is to achieve a specified performance at minimal cost/delay. Unfortunately, the problem is completely intractable. A reasonable approach is to generate a potential network topology. Stieglitz, Weiner and Kleitman have presented a heuristic for generating a potential network topology. This heuristic begins by numberin...

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Detecting anomalies is an important challenge for intrusion detection and fault diagnosis in wireless sensor networks (WSNs). To address the problem of outlier detection in wireless sensor networks, in this paper we present a PCA-based centralized approach and a DPCA-based distributed energy-efficient approach for detecting outliers in sensed data in a WSN. The outliers in sensed data can be ca...

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The study of time-varying (dynamic) networks (graphs) is of fundamental importance for computer network analytics. Several methods have been proposed to detect the e ect of signi cant structural changes in a time series of graphs. The main contribution of this work is a detailed analysis of a dynamic community graph model. This model is formed by adding new vertices, and randomly attaching them...

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ژورنال

عنوان ژورنال: IFAC Proceedings Volumes

سال: 2014

ISSN: 1474-6670

DOI: 10.3182/20140824-6-za-1003.00913