Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
Internet Web servers: workload characterization and performance implications
IEEE/ACM Transactions on Networking (TON)
Self-similarity in World Wide Web traffic: evidence and possible causes
IEEE/ACM Transactions on Networking (TON)
Bro: a system for detecting network intruders in real-time
Computer Networks: The International Journal of Computer and Telecommunications Networking
Measurement, modeling, and analysis of a peer-to-peer file-sharing workload
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Measuring and analyzing the characteristics of Napster and Gnutella hosts
Multimedia Systems
Analyzing peer-to-peer traffic across large networks
IEEE/ACM Transactions on Networking (TON)
Accurate, scalable in-network identification of p2p traffic using application signatures
Proceedings of the 13th international conference on World Wide Web
Flow classification by histograms: or how to go on safari in the internet
Proceedings of the joint international conference on Measurement and modeling of computer systems
Characterizing the query behavior in peer-to-peer file sharing systems
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Identifying elephant flows through periodically sampled packets
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
BLINC: multilevel traffic classification in the dark
Proceedings of the 2005 conference on Applications, technologies, architectures, and protocols for computer communications
Understanding churn in peer-to-peer networks
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Identifying and discriminating between web and peer-to-peer traffic in the network core
Proceedings of the 16th international conference on World Wide Web
Measurements, analysis, and modeling of BitTorrent-like systems
IMC '05 Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement
Offline/realtime traffic classification using semi-supervised learning
Performance Evaluation
On the identification and analysis of p2p traffic aggregation
NETWORKING'06 Proceedings of the 5th international IFIP-TC6 conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems
The bittorrent p2p file-sharing system: measurements and analysis
IPTPS'05 Proceedings of the 4th international conference on Peer-to-Peer Systems
Analysis of peer-to-peer traffic on ADSL
PAM'05 Proceedings of the 6th international conference on Passive and Active Network Measurement
Proceedings of the 18th international conference on World wide web
Observing slow crustal movement in residential user traffic
CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference
Classification of P2P and HTTP Using Specific Protocol Characteristics
EUNICE '09 Proceedings of the 15th Open European Summer School and IFIP TC6.6 Workshop on The Internet of the Future
Performance Evaluation
AjaxTracker: active measurement system for high-fidelity characterization of AJAX applications
WebApps'10 Proceedings of the 2010 USENIX conference on Web application development
Host-Based P2P Flow Identification and Use in Real-Time
ACM Transactions on the Web (TWEB)
Measurement and analysis of cyberlocker services
Proceedings of the 20th international conference companion on World wide web
Characterizing the file hosting ecosystem: A view from the edge
Performance Evaluation
Realtime classification for encrypted traffic
SEA'10 Proceedings of the 9th international conference on Experimental Algorithms
A longitudinal study of small-time scaling behavior of internet traffic
NETWORKING'10 Proceedings of the 9th IFIP TC 6 international conference on Networking
Cooperative traffic management for video streaming overlays
Computer Networks: The International Journal of Computer and Telecommunications Networking
More is less: reducing latency via redundancy
Proceedings of the 11th ACM Workshop on Hot Topics in Networks
Future Generation Computer Systems
Detection and classification of peer-to-peer traffic: A survey
ACM Computing Surveys (CSUR)
A proximity-aware load balancing in peer-to-peer-based volunteer computing systems
The Journal of Supercomputing
A Scalable Distributed Framework for Efficient Analytics on Ordered Datasets
UCC '13 Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing
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Peer-to-Peer (P2P) applications continue to grow in popularity, and have reportedly overtaken Web applications as the single largest contributor to Internet traffic. Using traces collected from a large edge network, we conduct an extensive analysis of P2P traffic, compare P2P traffic with Web traffic, and discuss the implications of increased P2P traffic. In addition to studying the aggregate P2P traffic, we also analyze and compare the two main constituents of P2P traffic in our data, namely BitTorrent and Gnutella. The results presented in the paper may be used for generating synthetic workloads, gaining insights into the functioning of P2P applications, and developing network management strategies. For example, our results suggest that new models are necessary for Internet traffic. As a first step, we present flow-level distributional models for Web and P2P traffic that may be used in network simulation and emulation experiments.