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   Articles with "network monitoring" as a keyword



Collaborative Network Monitoring by Means of Laplacian Spectrum Estimation and Average Consensus

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recommendations! 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

A novel control chart scheme for online social network monitoring using multivariate nonparametric profile techniques

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recommendations! Published in 2024 at "Applied Network Science"

DOI: 10.1007/s41109-024-00641-3

Abstract: Online social networks have become indispensable in modern life, facilitating knowledge sharing, social communication, and business marketing. To gain a deeper understanding of individuals' behavior within social networks, researchers have undertaken essential analytical tasks such… read more here.

Keywords: network monitoring; social networks; nonparametric profile; online social ... See more keywords

Deep Learning for Proactive Network Monitoring and Security Protection

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recommendations! Published in 2020 at "IEEE Access"

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

Architecture, Performance, and Usability of Mobile Cellular Network Monitoring Applications for Data-Driven Analysis

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3412752

Abstract: Network monitoring is essential for operators to review and optimize network behaviour, and to troubleshoot any issues that arise. With the adoption of unlicensed band and spectrum-sharing technologies, conventional optimization techniques are no longer feasible.… read more here.

Keywords: network monitoring; performance; data driven; cellular network ... See more keywords

Enhancing Sniffing Detection in IoT Home Wi-Fi Networks: An Ensemble Learning Approach With Network Monitoring System (NMS)

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3416095

Abstract: Network packet sniffing is one of the techniques that is widely used in the network and cyber security fields. However, sniffing can also be used as a malicious technique that allows threat actors to intercept… read more here.

Keywords: iot home; home; network monitoring; sniffing detection ... See more keywords

EventMon: Real-Time Event-Based Streaming Network Monitoring Data Recovery

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recommendations! Published in 2025 at "IEEE Transactions on Dependable and Secure Computing"

DOI: 10.1109/tdsc.2024.3519197

Abstract: Data recovery is a fundamental task for sparse network monitoring with a significant impact on many downstream tasks, such as congestion control, network capacity planning, and traffic engineering. To better capture the network dynamically and… read more here.

Keywords: data recovery; network monitoring; real time; network ... See more keywords

Accurate and Fast Recovery of Network Monitoring Data With GPU-Accelerated Tensor Completion

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recommendations! 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

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recommendations! 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
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Adaptive and Reinforcement Learning Approaches for Online Network Monitoring and Analysis

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recommendations! 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
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Highly-Efficient and Adaptive Network Monitoring: When INT Meets Segment Routing

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recommendations! 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

Path Selection via Mutual Coherence Optimization in Network Monitoring

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recommendations! Published in 2025 at "IEEE Transactions on Network and Service Management"

DOI: 10.1109/tnsm.2025.3532343

Abstract: Periodically monitoring the state of internal links is important for network diagnosis. One of the major problems in tomography-based network monitoring is to select which paths to measure. In this paper, we propose a new… read more here.

Keywords: network monitoring; mutual coherence; network; path selection ... See more keywords