Abstract
This paper describes Aesop, a semantically-enhanced approach for optimizing telecommunication networks to manage over-the-top end-user services such as web-browsing and video-streaming, according to the experience expectations of individual users. Aesop is built using technologies already available in the semantic ecosystem. In this paper, we explain our semantic approach to this problem domain and describe how we applied semantic technologies in the design and implementation of our system. We give an overview of an implementation and evaluation of Aesop. We describe our experiences in using semantic technologies, and explore the potential and limitations of semantic technologies in the telecommunication management domain.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
3GPP: Telecommunication Management; Performance Management (PM); Performance Measurements - GSM. Tech. Rep. TS 52.404 (March 2011)
Agoulmine, N.: Autonomic Network Management Principles: from Concepts to Applications. Elsevier Academic Press (2010)
Aliu, O.G., et al.: A Survey of Self Organisation in Future Cellular Networks. IEEE Communications Surveys Tutorials 15(1), 336–361 (2013)
Allemang, D., Hendler, J.: Semantic Web for the Working Ontologist: Effective Modeling in RDFS and OWL. Morgan Kaufmann Publishers Inc. (2008)
Cé Júnior, J., et al.: A Semantic Approach for QoS Specification of Communication Services using QoE Parameters. Journal of the Brazilian Computer Society, 1–15 (November 2012)
Clark&Parsia: The Pellet Reasoner (2013)
Davy, S., et al.: Policy Interactions and Management of Traffic Engineering Services Based on Ontologies. In: LANOMS, pp. 95–105 (September 2007)
Fallon, L., O’Sullivan, D.: Using a Semantic Knowledge Base for Communication Service Quality Management in Home Area Networks. In: NOMS (April 2012)
Fallon, L., O’Sullivan, D.: The Aesop Approach for Semantic-based End-User Service Optimization. IEEE TNSM 11(2) (June 2014)
Jennings, B., et al.: Towards Autonomic Management of Communications Networks. IEEE Communications Magazine 45(10), 112–121 (2007)
Keeney, J., et al.: Approaches to Relating and Integrating Semantic Data from Heterogeneous Sources. In: WI-IAT, vol. 1, pp. 170–177 (August 2011)
Latré, S., et al.: An Autonomic Architecture for Optimizing QoE in Multimedia Access Networks. Computer Networks 53(10), 1587–1602 (2009)
Margara, A., et al.: Streaming the web: Reasoning over dynamic data. Web Semantics Journal 25 (2014)
Muñoz Frutos, H., Kotsiopoulos, I., Vaquero Gonzalez, L.M., Rodero Merino, L.: Enhancing service selection by semantic QoS. In: Aroyo, L., et al. (eds.) ESWC 2009. LNCS, vol. 5554, pp. 565–577. Springer, Heidelberg (2009)
Oyman, O., Singh, S.: Quality of experience for http adaptive streaming services. IEEE Communications Magazine 50(4), 20–27 (2012)
Rana, A., Jennings, B.: Semantic uplift of monitoring data to select policies to manage home area networks. In: AINA, pp. 368–375 (March 2012)
Rodrigues, C., et al.: An Ontology for Managing Network Services Quality. Expert Systems with Applications 39(9), 7938–7946 (2012)
Sterle, J., et al.: Application-based ngn qoe controller. IEEE Communications Magazine 49(1), 92–101 (2011)
Sventek, J., et al.: An information plane architecture supporting home network management. In: Integrated Network Management (IM). IEEE (May 2011)
Tai, W., Keeney, J., O’Sullivan, D.: COROR: A COmposable Rule-Entailment Owl Reasoner for Resource-Constrained Devices. In: Bassiliades, N., Governatori, G., Paschke, A. (eds.) RuleML 2011 - Europe. LNCS, vol. 6826, pp. 212–226. Springer, Heidelberg (2011)
de Vergara, L., et al.: Ontology-Based Network Management: Study Cases and Lessons Learned. Journal of Network and Systems Management 17, 234–254 (2009)
W3C: Semantic Annotations for WSDL and XML Schema. Tech. rep. (August 2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Fallon, L., Keeney, J., O’Sullivan, D. (2014). Applying Semantics to Optimize End-User Services in Telecommunication Networks. In: Meersman, R., et al. On the Move to Meaningful Internet Systems: OTM 2014 Conferences. OTM 2014. Lecture Notes in Computer Science, vol 8841. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-45563-0_44
Download citation
DOI: https://doi.org/10.1007/978-3-662-45563-0_44
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-662-45562-3
Online ISBN: 978-3-662-45563-0
eBook Packages: Computer ScienceComputer Science (R0)