Goodness-of-fit techniques
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MoMeTools '03 Proceedings of the ACM SIGCOMM workshop on Models, methods and tools for reproducible network research
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Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
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IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
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InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
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Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
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Realistic and responsive network traffic generation
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Touring the internet in a TCP sidecar
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Semi-automated discovery of application session structure
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Experimental validation of the ON-OFF packet-level model for IP traffic
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ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
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ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
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SRUTI'05 Proceedings of the Steps to Reducing Unwanted Traffic on the Internet on Steps to Reducing Unwanted Traffic on the Internet Workshop
A machine learning approach to TCP throughput prediction
Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
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ACM SIGCOMM Computer Communication Review
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Towards real-time performance monitoring for encrypted traffic
Proceedings of the 2007 SIGCOMM workshop on Internet network management
A root cause analysis toolkit for TCP
Computer Networks: The International Journal of Computer and Telecommunications Networking
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NSDI'08 Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation
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CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference
Swing: realistic and responsive network traffic generation
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Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
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Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
A measurement study of correlations of Internet flow characteristics
Computer Networks: The International Journal of Computer and Telecommunications Networking
Network and user driven alpha-beta on-off source model for network traffic
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IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
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ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks
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HiPC'08 Proceedings of the 15th international conference on High performance computing
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INM/WREN'10 Proceedings of the 2010 internet network management conference on Research on enterprise networking
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IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
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Circus: opportunistic block reordering for scalable content servers
FAST'04 Proceedings of the 3rd USENIX conference on File and storage technologies
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TMA'11 Proceedings of the Third international conference on Traffic monitoring and analysis
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IPTPS'05 Proceedings of the 4th international conference on Peer-to-Peer Systems
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This paper considers the distribution of the rates at which flows transmit data, and the causes of these rates. First, using packet level traces from several Internet links, and summary flow statistics from an ISP backbone, we examine Internet flow rates and the relationship between the rate and other flow characteristics such as size and duration. We find, as have others, that while the distribution of flow rates is skewed, it is not as highly skewed as the distribution of flow sizes. We also find that for large flows the size and rate are highly correlated. Second, we attempt to determine the cause of the rates at which flows transmit data by developing a tool, T-RAT, to analyze packet-level TCP dynamics. In our traces, the most frequent causes appear to be network congestion and receiver window limits.