Joint-family: Adaptive bitrate video-on-demand streaming over peer-to-peer networks with realistic abandonment patterns

详细信息    查看全文

• 作者：Kyung-Wook Hwang ; ^a ; ^{kwhwang@research.att.com" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Vijay Gopalakrishnan^a ; ^{gvijay@research.att.com" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Rittwik Jana^a ; ^{rjana@research.att.com" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Seungjoon Lee^b ; ^⁎⁎ ; ^{seungjoon@google.com" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Vishal Misra^c ; ^{misra@cs.columbia.edu" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; K.&thinsp ; K. Ramakrishnan^d ; ^⁎⁎ ; ^{kk@cs.ucr.edu" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; Dan Rubenstein^c ; ^{danr@cs.columbia.edu" class="auth_mail" title="E-mail the corresponding author}Author Vitae
• 关键词：Peer-to-peer video-on-demand ; HTTP adaptive streaming ; Viewer engagement ; Abandonment
• 刊名：Computer Networks
• 出版年：2016
• 出版时间：4 September 2016
• 年：2016
• 卷：106
• 期：Complete
• 页码：226-244
• 全文大小：2732 K

文摘

Previous studies of peer-to-peer (P2P) video-on-demand (VoD) are performed separately from studies utilizing adaptive bit rate video since the techniques seemingly tackle orthogonal goals. Additionally, previous policies used by P2P VoD do not account for viewer abandonment of video during download and playback. Through analysis, we show that the popularity of a P2P swarm and seed staying time significantly affects the achievable per-receiver download rate. Specifically, we identify conditions under which popularity affects swarm efficiency, contradicting a typical misconception in previous work, and we show that abandonment under these previous policies significantly increases playback interruptions. In light of these observations, we propose Joint-Family, a protocol that supports HTTP-based adaptive bitrate streaming for on-demand videos using P2P techniques. Joint-Family accounts for user video viewing behavior, such as abandonment, to improve the quality of experience for the viewer. Peers in Joint-Family simultaneously participate in multiple swarms to exchange chunks of different bitrates. Joint-Family takes advantage of abandonment by converting peers to “partial seeds” to increase system capacity. Joint-Family adopts chunk, bitrate, and peer selection policies that minimize occurrence of interruptions in the presence of abandonment while delivering high quality video and improving the total capacity of the system. Using traces from a large-scale commercial VoD service, we compare Joint-Family with existing approaches for P2P VoD and show that viewers in Joint-Family enjoy higher playback rates with minimal interruption, irrespective of video popularity.