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Closed Form Expressions for the Performance Metrics of Data Services in Cellular Networks

Castagno, Paolo and Mancuso, Vincenzo and Sereno, Matteo and Ajmone Marsan, Marco (2018) Closed Form Expressions for the Performance Metrics of Data Services in Cellular Networks. In: The 37th IEEE International Conference on Computer Communications (IEEE INFOCOM 2018), 15-19 April 2018, Honolulu, HI, USA.

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Abstract

In this paper we study the queuing system that describes the operations of data services in cellular networks, e.g., UMTS, LTE/LTE-A, and most likely the forthcoming 5G standard. The main characteristic of all these systems is that after service access, resources remain allocated to the end user for some time before release, so that if the same user requests access to service again, before a system timeout, the same resources are still available. For the resulting queuing model, we express the blocking probability in closed form, and we also provide recursive expressions in the number of connections that can be handled by the base station. Closed form expressions are also derived for other useful performance metrics, i.e., throughput and network service time. Analytical results are validated against results of a detailed simulation model, and compared to traditional queueing models results, such as the Erlang B formula iteratively applied to the resources that are not blocked by potentially returning users. Our analysis complements the performance evaluation of the other key mechanism used to access data services in cellular networks, namely the random access, which precedes the resource allocation and utilization phase studied in this paper.

Item Type: Conference or Workshop Papers (Paper)
Subjects: UNSPECIFIED
Divisions: UNSPECIFIED
Depositing User: Vincenzo Mancuso
Date Deposited: 09 Jan 2018 13:19
Last Modified: 09 Jan 2018 13:19
URI: http://eprints.networks.imdea.org/id/eprint/1723

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