Abstract:
Network management relies on extensive monitoring of network state to analyse network behavior, design optimizations, plan upgrades, and conduct troubleshooting. Network ...Show MoreMetadata
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.
Published in: 2023 20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA)
Date of Conference: 04-07 December 2023
Date Added to IEEE Xplore: 02 April 2024
ISBN Information: