Abstract
The increasing mobile traffic is becoming a serious concern for mobile network providers. To address the traffic explosion problem, there have been a lot of efforts to offload the traffic from cellular networks to other networks, such as WiFi hotspots and femtocells. In this paper, we explore the potential benefits of vehicular networks for data offloading and propose a Data Offloading framework through Vehicular nEtworks (DOVE), which reduces the cellular traffic for in-vehicle data services in a cost effective way. DOVE exploits vehicle trajectories for offloading purposes so that content files requested by vehicles can be delivered via vehicular networks rather than via cellular networks for economical purposes. We formulate the problem of selecting offloading positions as a spatio-temporal set-covering problem, and propose a time-prediction based set-covering algorithm using vehicle trajectories. Simulation results show that our DOVE framework can significantly reduce 57% of cellular link usage by performing data offloading through vehicular networks.
| Original language | English |
|---|---|
| Title of host publication | 24th International Conference on Computer Communications and Networks, ICCCN 2015 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9781479999644 |
| DOIs | |
| State | Published - 2 Oct 2015 |
| Event | 24th International Conference on Computer Communications and Networks, ICCCN 2015 - Las Vegas, United States Duration: 3 Aug 2015 → 6 Aug 2015 |
Publication series
| Name | Proceedings - International Conference on Computer Communications and Networks, ICCCN |
|---|---|
| Volume | 2015-October |
| ISSN (Print) | 1095-2055 |
Conference
| Conference | 24th International Conference on Computer Communications and Networks, ICCCN 2015 |
|---|---|
| Country/Territory | United States |
| City | Las Vegas |
| Period | 3/08/15 → 6/08/15 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 11 Sustainable Cities and Communities
Keywords
- Content Sharing
- Data Offloading
- Road Network
- Set-Covering Problem
- Trajectory
- Vehicular Network
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