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Authors: Igor Ruiz-Agundez ; Yoseba K. Penya and Pablo G. Bringas

Affiliation: University of Deusto, Spain

Keyword(s): Clustering algorithms, Network planning, VoIP services.

Related Ontology Subjects/Areas/Topics: Communication and Software Technologies and Architectures ; Data Communication Networking ; e-Business ; Enterprise Information Systems ; Information and Systems Security ; Modeling & Simulation of Communication Networks and Systems ; Network and Service Management ; Network Management ; Telecommunications ; Traffic Measurement, Analysis, Modeling and Visualization ; Voip Protocols and Services ; Wireless Information Networks and Systems

Abstract: Network planning presents a number of difficulties and risks but performed in an optimal way may turn beneficial. In this work we address a new way of achieving optimal network planning for Voice over IP (VoIP) services by using historical data to profile service usage. We show how to obtain a sound set of service use clusters based on calling behaviours by applying a Simple Expectation Maximisation (EM) algorithm. We successfully evaluate this methodology with real data and extract useful knowledge that can result in an improved network planning. Finally, we discuss the application of this method to other network services.

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Paper citation in several formats:
Ruiz-Agundez, I.; K. Penya, Y. and G. Bringas, P. (2011). NETWORK PLANNING OF A VOIP-CABLE PBX - The Use of Data Profiling Techniques for an Efficient Network Planning. In Proceedings of the International Conference on Data Communication Networking and Optical Communication System (ICETE 2011) - DCNET; ISBN 978-989-8425-69-0, SciTePress, pages 85-88. DOI: 10.5220/0003451400850088

@conference{dcnet11,
author={Igor Ruiz{-}Agundez. and Yoseba {K. Penya}. and Pablo {G. Bringas}.},
title={NETWORK PLANNING OF A VOIP-CABLE PBX - The Use of Data Profiling Techniques for an Efficient Network Planning},
booktitle={Proceedings of the International Conference on Data Communication Networking and Optical Communication System (ICETE 2011) - DCNET},
year={2011},
pages={85-88},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003451400850088},
isbn={978-989-8425-69-0},
}

TY - CONF

JO - Proceedings of the International Conference on Data Communication Networking and Optical Communication System (ICETE 2011) - DCNET
TI - NETWORK PLANNING OF A VOIP-CABLE PBX - The Use of Data Profiling Techniques for an Efficient Network Planning
SN - 978-989-8425-69-0
AU - Ruiz-Agundez, I.
AU - K. Penya, Y.
AU - G. Bringas, P.
PY - 2011
SP - 85
EP - 88
DO - 10.5220/0003451400850088
PB - SciTePress

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