Adaptive Content Management for UGC Video Delivery in Mobile Internet Era
The demand of storing and transferring user generated content (UGC) has been rapidly growing with the popularization of mobile devices equipped with video recording and playback capabilities. As a typical application of software-defined networks/network functions virtualization-based pervasive commu...
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Online Access: | http://dx.doi.org/10.1155/2016/3624860 |
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doaj-efc52115a5cf44eb9aedc140224f4a0e2021-07-02T01:24:55ZengHindawi LimitedMobile Information Systems1574-017X1875-905X2016-01-01201610.1155/2016/36248603624860Adaptive Content Management for UGC Video Delivery in Mobile Internet EraQilin Fan0Hao Yin1Zexun Jiang2Haojun Huang3Yan Luo4Xu Zhang5National Laboratory for Information Science and Technology (TNList), Department of Computer Science and Technology, Tsinghua University, ChinaNational Laboratory for Information Science and Technology (TNList), Department of Computer Science and Technology, Tsinghua University, ChinaNational Laboratory for Information Science and Technology (TNList), Department of Computer Science and Technology, Tsinghua University, ChinaDepartment of Communication Engineering, Wuhan University, ChinaDepartment of Electrical and Computer Engineering, University of Massachusetts Lowell, USANational Laboratory for Information Science and Technology (TNList), Department of Computer Science and Technology, Tsinghua University, ChinaThe demand of storing and transferring user generated content (UGC) has been rapidly growing with the popularization of mobile devices equipped with video recording and playback capabilities. As a typical application of software-defined networks/network functions virtualization-based pervasive communications infrastructure, content delivery networks (CDNs) have been widely leveraged to distribute contents across different geographical locations. Nevertheless, the content delivery for UGC is inefficient with the existing “pull-based” caching mechanism in traditional CDNs, because there exists a huge volume of lukewarm or cold UGC which results in a low cache hit ratio. In this paper, we propose a “push-based” caching mechanism to efficiently and economically deliver UGC videos. Different from traditional CDNs which separate the original content storage and caching, we directly store UGC videos into selective servers which serve as both reliable storages and user-facing uploading servers. By carefully and dynamically selecting the storage locations of each UGC object based on its popularity and locality, we not only guarantee the data availability but also remarkably improve the content distribution performance and reduce the distribution cost.http://dx.doi.org/10.1155/2016/3624860 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Qilin Fan Hao Yin Zexun Jiang Haojun Huang Yan Luo Xu Zhang |
spellingShingle |
Qilin Fan Hao Yin Zexun Jiang Haojun Huang Yan Luo Xu Zhang Adaptive Content Management for UGC Video Delivery in Mobile Internet Era Mobile Information Systems |
author_facet |
Qilin Fan Hao Yin Zexun Jiang Haojun Huang Yan Luo Xu Zhang |
author_sort |
Qilin Fan |
title |
Adaptive Content Management for UGC Video Delivery in Mobile Internet Era |
title_short |
Adaptive Content Management for UGC Video Delivery in Mobile Internet Era |
title_full |
Adaptive Content Management for UGC Video Delivery in Mobile Internet Era |
title_fullStr |
Adaptive Content Management for UGC Video Delivery in Mobile Internet Era |
title_full_unstemmed |
Adaptive Content Management for UGC Video Delivery in Mobile Internet Era |
title_sort |
adaptive content management for ugc video delivery in mobile internet era |
publisher |
Hindawi Limited |
series |
Mobile Information Systems |
issn |
1574-017X 1875-905X |
publishDate |
2016-01-01 |
description |
The demand of storing and transferring user generated content (UGC) has been rapidly growing with the popularization of mobile devices equipped with video recording and playback capabilities. As a typical application of software-defined networks/network functions virtualization-based pervasive communications infrastructure, content delivery networks (CDNs) have been widely leveraged to distribute contents across different geographical locations. Nevertheless, the content delivery for UGC is inefficient with the existing “pull-based” caching mechanism in traditional CDNs, because there exists a huge volume of lukewarm or cold UGC which results in a low cache hit ratio. In this paper, we propose a “push-based” caching mechanism to efficiently and economically deliver UGC videos. Different from traditional CDNs which separate the original content storage and caching, we directly store UGC videos into selective servers which serve as both reliable storages and user-facing uploading servers. By carefully and dynamically selecting the storage locations of each UGC object based on its popularity and locality, we not only guarantee the data availability but also remarkably improve the content distribution performance and reduce the distribution cost. |
url |
http://dx.doi.org/10.1155/2016/3624860 |
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