Offloading cellular traffic with opportunistic networks

A feasibility study

L. Valerio, F.Ben Abdesslemy, A. Lindgreny, R. Bruno, A. Passarella, M. Luoto

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

8 Citations (Scopus)

Abstract

The widespread diffusion of powerful mobile devices with diverse networking and multimedia capabilities, and the associated blossoming of content-centric multimedia services is contributing to the exponential increase of data traffic in cellular networks. Mobile data offloading is a promising technique to cope with these problems, which allows to deliver data originally targeted for cellular networks to complementary networking technologies. Among the various forms of mobile data offloading in this study we focus on offloading through opportunistic networks. Differently from previous studies in this field we evaluate the efficiency of opportunistic offloading schemes by using a real cellular traffic dataset collected in a large metropolitan area over a period of one month. We focus our analysis on video requests for popular video providers, and we evaluate the potential benefits of using an opportunistic data dissemination scheme to request this videos from local users instead of using the cellular network. As a benchmark, we compare the performance of such system with a simple caching mechanism. We show that a simple opportunistic offloading scheme can improve the performance of the caching system even if only 10% of the users participate in the opportunistic dissemination. This means that operators could offload their network efficiently without needing to deploy additional caching infrastructure.
Original languageEnglish
Title of host publicationAd Hoc Networking Workshop (MED-HOC-NET), 2015 14th Annual Mediterranean
PublisherInstitute of Electrical and Electronic Engineers IEEE
Pages1-8
ISBN (Electronic)978-1-4673-7306-7
DOIs
Publication statusPublished - 3 Aug 2015
MoE publication typeA4 Article in a conference publication
Event14th Annual Mediterranean Ad Hoc Networking Workshop, Med-Hoc-Net 2015 - Vilamoura, Portugal
Duration: 17 Jun 201518 Jun 2015
Conference number: 14

Conference

Conference14th Annual Mediterranean Ad Hoc Networking Workshop, Med-Hoc-Net 2015
Abbreviated titleMed-Hoc-Net 2015
CountryPortugal
CityVilamoura
Period17/06/1518/06/15

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Valerio, L., Abdesslemy, F. B., Lindgreny, A., Bruno, R., Passarella, A., & Luoto, M. (2015). Offloading cellular traffic with opportunistic networks: A feasibility study. In Ad Hoc Networking Workshop (MED-HOC-NET), 2015 14th Annual Mediterranean (pp. 1-8). Institute of Electrical and Electronic Engineers IEEE. https://doi.org/10.1109/MedHocNet.2015.7173296
Valerio, L. ; Abdesslemy, F.Ben ; Lindgreny, A. ; Bruno, R. ; Passarella, A. ; Luoto, M. / Offloading cellular traffic with opportunistic networks : A feasibility study. Ad Hoc Networking Workshop (MED-HOC-NET), 2015 14th Annual Mediterranean. Institute of Electrical and Electronic Engineers IEEE, 2015. pp. 1-8
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Valerio, L, Abdesslemy, FB, Lindgreny, A, Bruno, R, Passarella, A & Luoto, M 2015, Offloading cellular traffic with opportunistic networks: A feasibility study. in Ad Hoc Networking Workshop (MED-HOC-NET), 2015 14th Annual Mediterranean. Institute of Electrical and Electronic Engineers IEEE, pp. 1-8, 14th Annual Mediterranean Ad Hoc Networking Workshop, Med-Hoc-Net 2015, Vilamoura, Portugal, 17/06/15. https://doi.org/10.1109/MedHocNet.2015.7173296

Offloading cellular traffic with opportunistic networks : A feasibility study. / Valerio, L.; Abdesslemy, F.Ben; Lindgreny, A.; Bruno, R.; Passarella, A.; Luoto, M.

Ad Hoc Networking Workshop (MED-HOC-NET), 2015 14th Annual Mediterranean. Institute of Electrical and Electronic Engineers IEEE, 2015. p. 1-8.

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

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Valerio L, Abdesslemy FB, Lindgreny A, Bruno R, Passarella A, Luoto M. Offloading cellular traffic with opportunistic networks: A feasibility study. In Ad Hoc Networking Workshop (MED-HOC-NET), 2015 14th Annual Mediterranean. Institute of Electrical and Electronic Engineers IEEE. 2015. p. 1-8 https://doi.org/10.1109/MedHocNet.2015.7173296