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A Data Collection Platform for Network Management | IEEE Conference Publication | IEEE Xplore

A Data Collection Platform for Network Management


Abstract:

Network management relies on extensive monitoring of network state to analyse network behavior, design optimizations, plan upgrades, and conduct troubleshooting. Network ...Show More

Abstract:

Network management relies on extensive monitoring of network state to analyse network behavior, design optimizations, plan upgrades, and conduct troubleshooting. Network monitoring collects various data from network devices through different protocols and interfaces such as NETCONF and Syslog, and from monitoring tools such as Zeek and Osquery. To unify and automate the monitoring workflow across the network, this paper identifies and discusses the data collection requirements for network management, reviews different monitoring approaches, and proposes an efficient data collection platform that addresses the requirements through an extensible and lightweight protocol. The platform design is demonstrated through an adaptive collection of data for network management based on digital twin technology.
Date of Conference: 04-07 December 2023
Date Added to IEEE Xplore: 02 April 2024
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ISSN Information:

Conference Location: Giza, Egypt

References

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