An improved anomaly detection and diagnosis framework for mobile network operators

2013 9th International Conference on the Design of Reliable Communication Networks, DRCN 2013

Volumn , Issue , 2013, Pages 234-241

  Novaczki, Szabolcs ^a  

^a Nokia Siemens Networks Hungary   (Hungary)

Author keywords

anomaly detection; expert system; fault diagnosis; performance indicator; profile; self healing

Indexed keywords

ANOMALY DETECTION; DETECTION CAPABILITY; HUMAN INTERVENTION; MOBILE NETWORK OPERATORS; NETWORK TROUBLESHOOTING; PERFORMANCE INDICATORS; PROFILE; SELF-HEALING;

DIGITAL STORAGE; EXPERT SYSTEMS; FAILURE ANALYSIS;

COMPLEX NETWORKS;

EID: 84881117715     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. NGMN Alliance, "NGMN Recommendation on SON and O&M Requirements," Dec. 2008.
2. 3 GPP, "Telecommunication management; Self-Organizing Networks (SON); Concepts and requirements," 3rd Generation Partnership Project (3GPP), TS 32.500, Oct. 2010.
3. 3GPP, "Self-configuring and self-optimizing network (SON) use cases and solutions", 3rd Generation Partnership Project (3GPP), TR 36.902.
4. P. Szilagyi and S. Novaczki, "An Automatic Detection and Diagnosis Framework for Mobile Communication Systems," IEEE Transactions on Network and Service Management, vol. 9, no. 2, pp. 184 -197, Jun. 2012.
5. M. Z. Shafiq, L. Ji, A. X. Liu, and J. Wang, "Characterizing and modeling internet traffic dynamics of cellular devices," in Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, New York, NY, USA, 2011, pp. 305-316.
6. F. J. Massey, "The Kolmogorov-Smirnov Test for Goodness of Fit," Journal of the American Statistical Association, vol. 46, no. 253, p. 68, Mar. 1951.
7. S. Novaczki and P. Szilagyi, "An Intelligent Anomaly Detection and Diagnosis Assistant for Mobile Network Operators," presented at the Second International Workshop on Self-Organizing Networks, Paris, 2012.
8. A. D'Alconzo, A. Coluccia, and P. Romirer-Maierhofer, "Distribution-based anomaly detection in 3G mobile networks: from theory to practice," International Journal of Network Management, vol. 20, no. 5, pp. 245-269, 2010.
9. F. Chernogorov, J. Turkka, T. Ristaniemi, and A. Averbuch, "Detection of Sleeping Cells in LTE Networks Using Diffusion Maps," in Vehicular Technology Conference (VTC Spring), 2011 IEEE 73rd, 2011, pp. 1 -5.
10. P. Kumpulainen, M. Sarkioja, M. Kylvaja, and K. Hatonen, "Finding 3G Mobile Network Cells with Similar Radio Interlace Quality Problems," in Engineering Applications of Neural Networks, L. Iliadis and C. Jayne, Eds. Springer Berlin Heidelberg, 2011, pp. 392-401.
11. P. Kumpulainen, M. Sarkioja, M. Kylvaja, and K. Hatonen, "Analysing 3G radio network performance with fuzzy methods," Neurocomputing.