A Novel Interest Detection-Based Video Dissemination Algorithm under Flash Crowd in Mobile Ad Hoc Networks
The peer-to-peer-based video resource dissemination is important for handling extreme conditions such as flash crowds which severely break the balance between supply and demand of video content and bring negative effects for quality of service (QoS). In this paper, we propose a novel interest detect...
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| Published in | International journal of distributed sensor networks Vol. 2015; no. 6; p. 239267 |
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| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
London, England
Hindawi Publishing Corporation
01.01.2015
SAGE Publications Sage Publications Ltd. (UK) Sage Publications Ltd Hindawi - SAGE Publishing |
| Subjects | |
| Online Access | Get full text |
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| Abstract | The peer-to-peer-based video resource dissemination is important for handling extreme conditions such as flash crowds which severely break the balance between supply and demand of video content and bring negative effects for quality of service (QoS). In this paper, we propose a novel interest detection-based video dissemination algorithm under flash crowd in mobile ad hoc networks (IDVD). IDVD classifies the user behavior of requesting video content in terms of the popularities and playback time of video and considers the demand of popular video as the cause of flash crowd. IDVD makes use of the prediction of necessary bandwidth and period time of intensive request to be aware of period time and scale of flash crowd. IDVD employs a resource dissemination algorithm which can fast discover interested nodes and achieve the on-demand dissemination of video resources in neighboring geographical area, in order to handle imbalance between supply and demand. IDVD uses the epidemic model to describe the state transition of nodes and define the convergence condition of resource dissemination algorithm. Extensive tests show how IDVD achieves much better performance results in comparison with other state of the art solutions. |
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| AbstractList | The peer-to-peer-based video resource dissemination is important for handling extreme conditions such as flash crowds which severely break the balance between supply and demand of video content and bring negative effects for quality of service (QoS). In this paper, we propose a novel interest detection-based video dissemination algorithm under flash crowd in mobile ad hoc networks (IDVD). IDVD classifies the user behavior of requesting video content in terms of the popularities and playback time of video and considers the demand of popular video as the cause of flash crowd. IDVD makes use of the prediction of necessary bandwidth and period time of intensive request to be aware of period time and scale of flash crowd. IDVD employs a resource dissemination algorithm which can fast discover interested nodes and achieve the on-demand dissemination of video resources in neighboring geographical area, in order to handle imbalance between supply and demand. IDVD uses the epidemic model to describe the state transition of nodes and define the convergence condition of resource dissemination algorithm. Extensive tests show how IDVD achieves much better performance results in comparison with other state of the art solutions. |
| Audience | Academic |
| Author | Wang, Mu Jia, Shijie Jiang, Shengli Li, Yuanchen Zhi, Xihu |
| Author_xml | – sequence: 1 givenname: Shijie surname: Jia fullname: Jia, Shijie organization: Academy of Information Technology Luoyang Normal University Luoyang 471022 China lynu.edu.cn – sequence: 2 givenname: Shengli surname: Jiang fullname: Jiang, Shengli organization: Academy of Information Technology Luoyang Normal University Luoyang 471022 China lynu.edu.cn – sequence: 3 givenname: Yuanchen surname: Li fullname: Li, Yuanchen organization: Academy of Information Technology Luoyang Normal University Luoyang 471022 China lynu.edu.cn – sequence: 4 givenname: Xihu surname: Zhi fullname: Zhi, Xihu organization: Academy of Information Technology Luoyang Normal University Luoyang 471022 China lynu.edu.cn – sequence: 5 givenname: Mu surname: Wang fullname: Wang, Mu organization: State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications Beijing 100876 China bupt.edu.cn |
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| Cites_doi | 10.1109/SURV.2011.030811.00051 10.1155/2014/375871 10.1109/jsac.2007.071210 10.1109/tmc.2012.189 10.1109/tmm.2012.2225042 10.1109/tpds.2011.283 10.1109/tbc.2014.2314791 10.1109/TVT.2012.2228682 10.1109/tnet.2012.2217505 10.1109/tkde.2006.79 10.1016/j.comcom.2014.11.005 10.1109/jstsp.2014.2332299 10.1109/jcn.2012.6253090 10.1109/tnet.2013.2272056 10.1109/tpds.2013.220 10.1109/tcsvt.2014.2330658 10.1109/tmm.2009.2012918 10.1109/jsac.2013.130516 10.1109/tcsvt.2014.2351093 10.1155/2014/718639 10.1109/tbc.2014.2322772 10.1109/tcomm.2014.2378774 10.1155/2013/791560 10.1016/j.adhoc.2012.06.008 10.1109/tvt.2015.2409556 10.1049/iet-net.2012.0087 10.1109/tmm.2014.2383617 10.1109/TBC.2011.2147010 10.1109/tnet.2012.2196444 10.1109/jsac.2014.140408 |
| ContentType | Journal Article |
| Copyright | Copyright © 2015 Shijie Jia et al. 2015 Shijie Jia et al. COPYRIGHT 2015 Sage Publications Ltd. (UK) Copyright © 2015 Shijie Jia et al. Shijie Jia et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
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| DOI | 10.1155/2015/239267 |
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Distributed Systems contributor: fullname: Liao – volume: 25 start-page: 2617 issue: 10 year: 2014 end-page: 2626 article-title: Modeling flash crowd performance in peer-to-peer file distribution publication-title: IEEE Transactions on Parallel and Distributed Systems contributor: fullname: Ho – volume: 1 start-page: 1 issue: 1 year: 1989 end-page: 24 article-title: Introduction to grey system theory publication-title: The Journal of Grey System contributor: fullname: Deng – volume: 21 start-page: 233 issue: 1 year: 2013 end-page: 243 article-title: On replication algorithm in P2P VoD publication-title: IEEE/ACM Transactions on Networking contributor: fullname: Chiu – ident: B27-2015-239267 doi: 10.1109/SURV.2011.030811.00051 – ident: B16-2015-239267 doi: 10.1155/2014/375871 – ident: B28-2015-239267 doi: 10.1109/jsac.2007.071210 – ident: B7-2015-239267 doi: 10.1109/tmc.2012.189 – ident: B23-2015-239267 doi: 10.1109/tmm.2012.2225042 – ident: B19-2015-239267 doi: 10.1109/tpds.2011.283 – 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L. – ident: B14-2015-239267 doi: 10.1109/tcsvt.2014.2351093 – ident: B15-2015-239267 doi: 10.1155/2014/718639 – volume-title: Proceedings of the International Conference Information Processing Management Uncertainty Knowledge-Based System ident: B31-2015-239267 contributor: fullname: Deng J. – ident: B33-2015-239267 doi: 10.1109/tbc.2014.2322772 – ident: B10-2015-239267 doi: 10.1109/tcomm.2014.2378774 – ident: B17-2015-239267 doi: 10.1155/2013/791560 – ident: B11-2015-239267 doi: 10.1016/j.adhoc.2012.06.008 – ident: B4-2015-239267 doi: 10.1109/tvt.2015.2409556 – ident: B1-2015-239267 doi: 10.1049/iet-net.2012.0087 – ident: B13-2015-239267 doi: 10.1109/tmm.2014.2383617 – ident: B30-2015-239267 doi: 10.1109/TBC.2011.2147010 – ident: B3-2015-239267 doi: 10.1109/tnet.2012.2196444 – ident: B9-2015-239267 doi: 10.1109/jsac.2014.140408 |
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| Snippet | The peer-to-peer-based video resource dissemination is important for handling extreme conditions such as flash crowds which severely break the balance between... |
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| SubjectTerms | Ad hoc networks Ad hoc networks (Computer networks) Algorithms Analysis Balancing Classification Convergence Digital video Engineering research Mathematical models Peer to peer computing State of the art Supply and demand |
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| Title | A Novel Interest Detection-Based Video Dissemination Algorithm under Flash Crowd in Mobile Ad Hoc Networks |
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