Time Series Analysis: Forecasting and Control
Time Series Analysis: Forecasting and Control
Convex Optimization
A peer-to-peer network for live media streaming using a push-pull approach
Proceedings of the 13th annual ACM international conference on Multimedia
Improving Traffic Locality in BitTorrent via Biased Neighbor Selection
ICDCS '06 Proceedings of the 26th IEEE International Conference on Distributed Computing Systems
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Introduction to Linear Regression Analysis, Solutions Manual (Wiley Series in Probability and Statistics)
Should internet service providers fear peer-assisted content distribution?
IMC '05 Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement
Can ISPS and P2P users cooperate for improved performance?
ACM SIGCOMM Computer Communication Review
Can internet video-on-demand be profitable?
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
Exploring large-scale peer-to-peer live streaming topologies
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
P4p: provider portal for applications
Proceedings of the ACM SIGCOMM 2008 conference on Data communication
Crystal: An Emulation Framework for Practical Peer-to-Peer Multimedia Streaming Systems
ICDCS '08 Proceedings of the 2008 The 28th International Conference on Distributed Computing Systems
PRIME: peer-to-peer receiver-driven mesh-based streaming
IEEE/ACM Transactions on Networking (TON)
A Measurement Study of a Large-Scale P2P IPTV System
IEEE Transactions on Multimedia
Characterizing Peer-to-Peer Streaming Flows
IEEE Journal on Selected Areas in Communications
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
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Elite: differentiating the playback lag for peer-assisted live video streaming
Proceedings of the 2012 IEEE 20th International Workshop on Quality of Service
Resource allocation in underprovisioned multioverlay live video sharing services
Proceedings of the 2012 ACM workshop on Capacity sharing
ISP-Friendly Live P2P Streaming
IEEE/ACM Transactions on Networking (TON)
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To guarantee the streaming quality in live peer-to-peer (P2P) streaming channels, it is preferable to provision adequate levels of upload capacities at dedicated streaming servers, compensating for peer instability and time-varying peer upload bandwidth availability. Most commercial P2P streaming systems have resorted to the practice of overprovisioning a fixed amount of upload capacity on streaming servers. In this paper, we have performed a detailed analysis on 10 months of run-time traces from UUSee, a commercial P2P streaming system, and observed that available server capacities are not able to keep up with the increasing demand by hundreds of channels. We propose a novel online server capacity provisioning algorithm that proactively adjusts server capacities available to each of the concurrent channels, such that the supply of server bandwidth in each channel dynamically adapts to the forecasted demand, taking into account the number of peers, the streaming quality, and the channel priority. The algorithm is able to learn over time, has full Internet service provider (ISP) awareness to maximally constrain P2P traffic within ISP boundaries, and can provide differentiated streaming qualities to different channels by manipulating their priorities. To evaluate its effectiveness, our experiments are based on an implementation of the algorithm, which replays real-world traces.