Collaborative Network Monitoring by Means of Laplacian Spectrum Estimation and Average Consensus
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Control, Automation and Systems"
DOI: 10.1007/s12555-018-0638-0
Abstract: This paper concerns collaborative monitoring of the robustness of networks partitioned into sub-networks. We consider the critical threshold of a network and the effective graph resistance (Kirchhoff index) of a sub-graph characterizing the interconnection of… read more here.
Keywords: monitoring; collaborative network; means laplacian; network monitoring ... See more keywords
Deep Learning for Proactive Network Monitoring and Security Protection
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DOI: 10.1109/access.2020.2968718
Abstract: The work presented in this paper deals with a proactive network monitoring for security and protection of computing infrastructures. We provide an exploitation of an intelligent module, in the form of a as a machine… read more here.
Keywords: proactive network; monitoring security; security protection; deep learning ... See more keywords
Accurate and Fast Recovery of Network Monitoring Data With GPU-Accelerated Tensor Completion
Sign Up to like & getrecommendations! Published in 2020 at "IEEE/ACM Transactions on Networking"
DOI: 10.1109/tnet.2020.2987845
Abstract: Monitoring the performance of a large network would involve a high measurement cost. To reduce the overhead, sparse network monitoring techniques may be applied to select paths or time intervals to take the measurements, while… read more here.
Keywords: tensor completion; completion; network monitoring; recovery ... See more keywords
A Bayesian Approach to Network Monitoring for Progressive Failure Localization
Sign Up to like & getrecommendations! Published in 2023 at "IEEE/ACM Transactions on Networking"
DOI: 10.1109/tnet.2022.3200249
Abstract: Boolean Network Tomography (BNT) aims at identifying failures of internal network components by means of end-to-end monitoring paths. However, when the number of failures is not known a priori, failure identification may require a huge… read more here.
Keywords: approach network; network; failure; bayesian approach ... See more keywords
Adaptive and Reinforcement Learning Approaches for Online Network Monitoring and Analysis
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2020.3037486
Abstract: Network-monitoring data commonly arrives in the form of fast and changing data streams. Continuous and dynamic learning is an effective learning strategy when dealing with such data, where concept drifts constantly occur. We propose different… read more here.
Keywords: learning approaches; network monitoring; stream based; network ... See more keywords
Highly-Efficient and Adaptive Network Monitoring: When INT Meets Segment Routing
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2021.3069000
Abstract: The rapid development of software-defined networking (SDN) has promoted the idea of programmable data plane (PDP), which opens up unprecedented opportunities for realizing powerful and timely network monitoring. This work explores the advantages of PDP… read more here.
Keywords: int; efficient adaptive; segment routing; network monitoring ... See more keywords
Low-voltage electricity network monitoring system: Design and production experience
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DOI: 10.1177/1550147720903629
Abstract: This article describes the low-voltage distribution network monitoring system developed for the Electric Power Industry of Serbia electricity distribution company. The implemented system is deployed in two different regional centers of the Electric Power Industry… read more here.
Keywords: low voltage; monitoring system; system; network monitoring ... See more keywords
The effect of temporal aggregation level in social network monitoring
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DOI: 10.1371/journal.pone.0209075
Abstract: Social networks have become ubiquitous in modern society, which makes social network monitoring a research area of significant practical importance. Social network data consist of social interactions between pairs of individuals that are temporally aggregated… read more here.
Keywords: aggregation; social network; network; network monitoring ... See more keywords