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SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
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Queueing Systems: Theory and Applications
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Queueing Systems: Theory and Applications
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PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
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IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
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PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
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NETWORKING '02 Proceedings of the Second International IFIP-TC6 Networking Conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; and Mobile and Wireless Communications
VECPAR '00 Selected Papers and Invited Talks from the 4th International Conference on Vector and Parallel Processing
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LCR '98 Selected Papers from the 4th International Workshop on Languages, Compilers, and Run-Time Systems for Scalable Computers
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ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
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Scientific Programming
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EHAC'06 Proceedings of the 5th WSEAS International Conference on Electronics, Hardware, Wireless and Optical Communications
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CASES '08 Proceedings of the 2008 international conference on Compilers, architectures and synthesis for embedded systems
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CODES+ISSS '08 Proceedings of the 6th IEEE/ACM/IFIP international conference on Hardware/Software codesign and system synthesis
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OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
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Proceedings of the 2006 International Conference on Privacy, Security and Trust: Bridge the Gap Between PST Technologies and Business Services
On the 95-Percentile Billing Method
PAM '09 Proceedings of the 10th International Conference on Passive and Active Network Measurement
CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference
BGP-lens: patterns and anomalies in internet routing updates
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MACMESE'08 Proceedings of the 10th WSEAS international conference on Mathematical and computational methods in science and engineering
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Blocking probability computation in reversible Markovian bufferless multi-server systems
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Self-similar traffic assessment on QoS service classes of WiMAX network
WiOPT'09 Proceedings of the 7th international conference on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
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MILCOM'09 Proceedings of the 28th IEEE conference on Military communications
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ACM Transactions on Modeling and Computer Simulation (TOMACS)
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We demonstrate that Ethernet local area network (LAN) traffic is statistically self-similar, that none of the commonly used traffic models is able to capture this fractal behavior, and that such behavior has serious implications for the design, control, and analysis of high-speed, cell-based networks. Intuitively, the critical characteristic of this self-similar traffic is that there is no natural length of a "burst": at every time scale ranging from a few milliseconds to minutes and hours, similar-looking traffic bursts are evident; we find that aggregating streams of such traffic typically intensifies the self-similarity ("burstiness") instead of smoothing it.Our conclusions are supported by a rigorous statistical analysis of hundreds of millions of high quality Ethernet traffic measurements collected between 1989 and 1992, coupled with a discussion of the underlying mathematical and statistical properties of self-similarity and their relationship with actual network behavior. We also consider some implications for congestion control in high-bandwidth networks and present traffic models based on self-similar stochastic processes that are simple, accurate, and realistic for aggregate traffic.