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http://dx.doi.org/10.9717/kmms.2016.19.8.1597

Design and Evaluation of a Hierarchical Hybrid Content Delivery Scheme using Bloom Filter in Vehicular Cloud Environments  

Bae, Ihn-Han (School of IT Eng., Catholic University of Daegu)
Publication Information
Journal of Korea Multimedia Society / v.19, no.8, 2016 , pp. 1597-1608 More about this Journal
Abstract
Recently, a number of solutions were proposed to address the challenges and issues of vehicular networks. Vehicular Cloud Computing (VCC) is one of the solutions. The vehicular cloud computing is a new hybrid technology that has a remarkable impact on traffic management and road safety by instantly using vehicular resources. In this paper, we study an important vehicular cloud service, content-based delivery, that allows future vehicular cloud applications to store, share and search data totally within the cloud. We design a VCC-based system architecture for efficient sharing of vehicular contents, and propose a Hierarchical Hybrid Content Delivery scheme using Bloom Filter (H2CDBF) for efficient vehicular content delivery in Vehicular Ad-hoc Networks (VANETs). The performance of the proposed H2CDBF is evaluated through an analytical model, and is compared to the proactive content discovery scheme, Bloom-Filter Routing (BFR).
Keywords
Bloom Filter; Content-based Delivery; Location-dependent Data; VANET; Vehicular Cloud;
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1 N. Nakamura, Y. Niimi, and S. Ishihara, "Live VANET CDN: Adaptive Data Dissemination Scheme for Location-Dependent Data in VANETs," Proceeding of IEEE Vehicular Networking Conference, pp. 95-102, 2013.
2 T.H. Luan, L.X. Cai, J. Chen, X. Shen, and F. Bai, "VTube: Towards the Media Rich Life with Autonomous Vehicular Content Distribution," Proceeding of Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, pp. 359-367, 2011.
3 I. Bae, "Design and Evaluation of a Hierarchical Service Management Method using Bloom Filters for Large MANETs," Journal of Korea Multimedia Society, Vol. 11, No. 4, pp. 1688-1696, 2008.
4 Y. Yu, T. Punihaole, M. Gerla, and M.Y. Sanadidi, "Content Routing In the Vehicle Cloud," Proceeding of IEEE Military Communications Conference, pp. 1-6, 2012.
5 Y. Yu, X. Li, M. Gerla, and M.Y. Sanadidi, "Scalable VANET Content Routing Using Hierarchical Bloom Filters," Proceeding of International Wireless Communications and Mobile Computing Conference, pp. 1629-1634, 2013.
6 P. Goering and G. Heijenk, "Service Discovery Using Bloom Filters," Proceedings Twelfth annual conference of the Advanced School for Computing and Imaging, pp. 219-227, 2006.
7 F. Liu and G. Heijenk, "Context Discovery Attenuated Bloom Filters in Ad-hoc Networks," Journal of Internet Engineering, Vol. 1, No. 1, pp. 49-58, 2007.
8 F. Liu, P. Goering, and G. Heijenk, "Modeling Service Discovery in Ad-hoc Network," Proceedings of the 4th ACM Workshop on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks, pp. 9-16, 2007.
9 M. Whaiduzzaman, M. Sookhak, A. Fani, and R. Buyya, "A Survey on Vehicular Cloud Computing," Journal of Network and Computer Applications, Vol. 40, pp. 325-344, 2014.   DOI
10 S.K. Bhoi and P.M. Khilar, "Vehicular Communication: A Survey," Journal of IET Networks, Vol. 3, Issue 3, pp. 204-217, 2014.   DOI
11 A. Carzaniga, M.J. Rutherford, and A.L. Wolf, "A Routing for Content-Based Networking," Proceeding of IEEE International Conference on Computer Communications, pp. 918-928, 2004.
12 GRIDS, A Taxonomy and Survey of Content Delivery Networks, Technical Report, GRIDSTR-2007-4, Grid Computing and Distributed Systems Laboratory, 2007.
13 Y. Yu, X. Li, M. Gerla, and M.Y. Sanadidi, "Scalable VANET Content Routing Using Hierarchical Bloom Filter," Proceeding of International Conference Wireless Communications and Mobile Computing, pp. 1629-1634, 2013.
14 G. Sebestyen and A. Hangan, "Bloom Filters for Information Retrieval in the Content of IoT," Proceeding of International Conference on Automation, Quality and Testing, Robotics, pp. 1-6, 2016.
15 J.I. Kim, H.Y. Jung, and W.G. Park, "Content Centric Networking Technology," Electronics and Telecommunications Trends, Vol. 25, No. 6, pp. 136-143, 2010.
16 F.A. Silva, A. Boukerche, T.R.M.B. Silva, L.B. Ruiz, E. Cerqueira, and A.A.F. Loureiro, "Vehicular Networks: A New Challenge for Content-Delivery-Based Applications," Journal ACM Computing Surveys, Vol. 49, Issue 1, pp. 11:1-11:29, 2016.
17 M. Yamanaka, G. Tsuchida, and S. Ishihara, "A Replica Distribution Scheme for Location-dependent Information on Vehicular Ad Hoc Networks," Proceeding of the 3rd International Workshop on Vehicular Ad Hoc Networks, pp. 98-99, 2006.
18 J. Okamoto and S. Ishihara, "Distributing Location-Dependent Data in VANETs by Guiding Data Traffic to High Vehicle Density Area," Proceeding of Vehicular Networking Conference, pp. 189-196, 2010.
19 J. Okamoto and S. Ishihara, "Replica Distribution Scheme for Location-Dependent Data in Vehicular Ad Hoc Networks Using a Small Number of Fixed Nodes," International Conference on Mobile Computing and Ubiquitous Networking, pp. 1-8, 2010.