End-to-end routing behavior in the Internet
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
Dynamics of random early detection
SIGCOMM '97 Proceedings of the ACM SIGCOMM '97 conference on Applications, technologies, architectures, and protocols for computer communication
End-to-end routing behavior in the Internet
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Data networks as cascades: investigating the multifractal nature of Internet WAN traffic
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An extensible probe architecture for network protocol performance measurement
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IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
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Properties and prediction of flow statistics from sampled packet streams
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NetFlow: information loss or win?
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In Search of Torrents: Automatic Detection of Logical Sets Flows in Network Traffic
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COST 263 Proceedings of the Second International Workshop on Quality of Future Internet Services
Biased Skip Lists for Highly Skewed Access Patterns
ALENEX '01 Revised Papers from the Third International Workshop on Algorithm Engineering and Experimentation
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Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
TCP-aware packet marking in networks with DiffServ support
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ISCC '00 Proceedings of the Fifth IEEE Symposium on Computers and Communications (ISCC 2000)
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Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
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Longitudinal study of Internet traffic in 1998-2003
WISICT '04 Proceedings of the winter international synposium on Information and communication technologies
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Traffic Engineering from a Fiber To Service Area Access Network
EUROMICRO '05 Proceedings of the 31st EUROMICRO Conference on Software Engineering and Advanced Applications
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Flow labelled IP over ATM: design and rationale
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End-to-end routing behavior in the internet
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Double sampling for flow measurement on high speed links
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RAID '08 Proceedings of the 11th international symposium on Recent Advances in Intrusion Detection
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DIWEB'08 Proceedings of the 8th WSEAS international conference on Distance learning and web engineering
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CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference
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Computer Communications
A measurement study of correlations of Internet flow characteristics
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A probability-guaranteed adaptive timeout algorithm for high-speed network flow detection
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ICC'09 Proceedings of the 2009 IEEE international conference on Communications
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INFOCOM'96 Proceedings of the Fifteenth annual joint conference of the IEEE computer and communications societies conference on The conference on computer communications - Volume 3
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Internet traffic classification demystified: on the sources of the discriminative power
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NeTraMark: a network traffic classification benchmark
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Temporal patterns and properties in multiple-flow interactions
APNOMS'06 Proceedings of the 9th Asia-Pacific international conference on Network Operations and Management: management of Convergence Networks and Services
Finding peer-to-peer file-sharing using coarse network behaviors
ESORICS'06 Proceedings of the 11th European conference on Research in Computer Security
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Mathematical and Computer Modelling: An International Journal
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ACM Computing Surveys (CSUR)
Hi-index | 0.07 |
We present a parameterizable methodology for profiling Internet traffic flows at a variety of granularities. Our methodology differs from many previous studies that have concentrated on end-point definitions of flows in terms of state derived from observing the explicit opening and closing of TCP connections. Instead, our model defines flows based on traffic satisfying various temporal and spatial locality conditions, as observed at internal points of the network. This approach to flow characterization helps address some central problems in networking based on the Internet model. Among them are route caching, resource reservation at multiple service levels, usage based accounting, and the integration of IP traffic over an ATM fabric. We first define the parameter space and then concentrate on metrics characterizing both individual flows as well as the aggregate flow profile. We consider various granularities of the definition of a flow, such as by destination network, host-pair, or host and port quadruple. We include some measurements based on case studies we undertook, which yield significant insights into some aspects of Internet traffic, including demonstrating (i) the brevity of a significant fraction of IP flows at a variety of traffic aggregation granularities, (ii) that the number of host-pair IP flows is not significantly larger than the number of destination network flows, and (iii) that schemes for caching traffic information could significantly benefit from using application information