Can you hear me now? A call detail record based end-to-end diagnostics system for mobile networks

Anssi Tauriainen*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Abstract

Automation of mobile network fault diagnostics and troubleshooting is critical for successful transformation to new network technologies such as 5G and core Network Function Virtualization (NFV). This paper presents a decision tree-based call detail record (CDR) labeling process, which is used to construct an automated end-to-end diagnostics system for mobile network faults. The presented diagnostics system will enable the utilization of automated troubleshooting systems, and the execution of automated corrective actions in third party systems such as Self-Organizing Network (SON) and NFV domain orchestrator.

Original languageEnglish
Title of host publication15th International Conference on Network and Service Management, CNSM 2019
EditorsHanan Lutfiyya, Yixin Diao, Nur Zincir-Heywood, Remi Badonnel, Edmundo Madeira
PublisherIEEE
Number of pages7
ISBN (Electronic)9783903176249
DOIs
Publication statusPublished - Oct 2019
MoE publication typeA4 Article in a conference publication
EventInternational Conference on Network and Service Management - Halifax, Canada
Duration: 21 Oct 201925 Oct 2019
Conference number: 15

Conference

ConferenceInternational Conference on Network and Service Management
Abbreviated titleCNSM
CountryCanada
CityHalifax
Period21/10/201925/10/2019

Keywords

  • automated end-to-end diagnostics
  • call detail record
  • decision tree
  • machine learning
  • Mobile network monitoring
  • service assurance

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