Paper Info
Title
Sharing performance measurement events across domains
Abstract
Network management activities, such as fault analysis and configuration management, are eventually related to changes in network measurements. Some measurement event might be either a trigger or objective of a management activity. We argue that sharing the semantics of performance data across networks provides a basis for more advanced automation. This paper presents an ontology-based system for sharing information about network measurements across network domains. The represented information contains correlations and human-defined mappings between network measurements and the system is based on semantic reasoning that identifies dependencies which arise by combining local and shared information. We demonstrate the usage of the system in a Long Term Evolution (LTE) network domain. Our experiments from an LTE simulator and LTE test network show that a combination of correlations, human-defined mappings, and ontological reasoning produces useful cross-domain information that can be accessed with ontology queries.
Year
DOI
Venue
2017
10.23919/INM.2017.7987313
2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)
Keywords
Field
DocType
performance measurement events,network management activities,fault analysis,configuration management,performance data semantics,ontology-based system,information sharing,network domains,network measurements,semantic reasoning,Long Term Evolution network domain,LTE simulator,LTE test network,human-defined mappings,ontological reasoning,cross-domain information,ontology queries
Ontology (information science),Ontology,Data mining,Computer science,Network simulation,Automation,Performance measurement,Configuration management,Network management,Semantics,Distributed computing
Conference
ISBN
Citations 
PageRank 
978-1-5090-5658-3
0
0.34
References 
Authors
12
4
Name
Order
Citations
PageRank
Kasper Apajalahti100.68
Juha Niiranen251.62
Shubham Kapoor301.01
Räisänen, V.442.95