Bayesian Networks and Decision Graphs
Bayesian Networks and Decision Graphs
A hierarchical characterization of a live streaming media workload
IEEE/ACM Transactions on Networking (TON)
A Measurement of a large-scale Peer-to-Peer Live Video Streaming System
ICPPW '07 Proceedings of the 2007 International Conference on Parallel Processing Workshops
Characterizing PPStream across Internet
NPC '07 Proceedings of the 2007 IFIP International Conference on Network and Parallel Computing Workshops
An analytical study of low delay multi-tree-based overlay multicast
Proceedings of the 2007 workshop on Peer-to-peer streaming and IP-TV
Watching television over an IP network
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
Why Are Peers Less Stable in Unpopular P2P Streaming Channels?
NETWORKING '09 Proceedings of the 8th International IFIP-TC 6 Networking Conference
Measurement and modeling of a large-scale overlay for multimedia streaming
The Fourth International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness & Workshops
Collabrium: Active Traffic Pattern Prediction for Boosting P2P Collaboration
WETICE '09 Proceedings of the 2009 18th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises
Modeling user activities in a large IPTV system
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
On next-generation telco-managed P2P TV architectures
IPTPS'08 Proceedings of the 7th international conference on Peer-to-peer systems
Improving quality of live streaming service over p2p networks with user behavior model
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Characterizing user behavior to improve quality of streaming service over p2p networks
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
A Measurement Study of a Large-Scale P2P IPTV System
IEEE Transactions on Multimedia
An Empirical Study of the Coolstreaming+ System
IEEE Journal on Selected Areas in Communications
Inferring Network-Wide Quality in P2P Live Streaming Systems
IEEE Journal on Selected Areas in Communications
ShadowStream: performance evaluation as a capability in production internet live streaming networks
Proceedings of the ACM SIGCOMM 2012 conference on Applications, technologies, architectures, and protocols for computer communication
ShadowStream: performance evaluation as a capability in production internet live streaming networks
ACM SIGCOMM Computer Communication Review - Special october issue SIGCOMM '12
Adaptive tree-based P2P video streaming multicast system under high peer-churn rate
Journal of Visual Communication and Image Representation
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Live video streaming over a Peer-to-Peer (P2P) architecture is promising due to its scalability and ease of deployment. Nevertheless, P2P-based video streaming systems still face some challenges regarding their performance. These systems are in fact overlays of users who control peers. As peers depend upon each other for receiving the video stream, the user behavior has an impact over the performance of the system. We collect the user behavior studies over live video streaming systems and identify the impact of different user activities on the performance. Based on this information, we propose a Bayesian network that models a generic user behavior initially and then adapts itself to individuals through learning from observations. We validate our model through simulations.