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Abstract: There is much interest in using network measurements for both modeling and operational purposes. In this paper we focus on the fundamental question of the stationarity of such measurements. That is, to what extent are past measurements a good predictor of the future? We used the NIMI infrastructure and a set of public traceroute servers to capture large measurement datasets of three quantities: routing, packet loss, and TCP throughput. We apply statistical tests to attempt to develop sound... (Update)
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BibTeX entry: (Update)
Y. Zhang, V. Paxson, S. Shenker, and L. Breslau, The Stationarity of Internet Path Properties: Routing, Loss, and Throughput, in submission, Feb. 2000. http://citeseer.ist.psu.edu/zhang00stationarity.html More
@article{ zhang00stationarity,
author = "Y. Zhang and V. Paxson and S. Shenker",
title = "The Stationarity of Internet Path Properties: Routing, Loss, and Throughput",
journal = "ACIRI Technical Report",
year = "2000",
url = "citeseer.ist.psu.edu/zhang00stationarity.html" }
Citations (may not include all citations):610 Wide-Area Traffic: The Failure of Poisson Modeling - Paxson, Floyd - 1995 DBLP
357 End-to-End Internet Packet Dynamics - Paxson - 1999 ACM DBLP
320 the Self-Similar Nature of Ethernet Traffic (Extended Versio.. (context) - Leland, Taqqu et al. - 1994
301 TCP Extensions for High Performance - Jacobson, Braden et al. - 1992
301 End-to-End Routing Behavior in the Internet - Paxson - 1997 ACM DBLP
169 End-to-End Packet Delay and Loss Behavior in the Internet (context) - Bolot - 1993 ACM DBLP
149 The Synchronization of Periodic Routing Messages - Floyd, Jacobson - 1994 ACM DBLP
101 Receiver-driven Layered Multicast - McCanne, Jacobson et al. - 1996 ACM DBLP
96 An Architecture for Large-Scale Internet Measurement - Paxson, Mahdavi et al. - 1998
80 Mathematical Statistics and Data Analysis (context) - Rice - 1995
59 Poisson Arrivals See Time Averages (context) - Wolff - 1982
50 Measurement and Modeling of the Temporal Dependence in Packe.. - Yajnik, Moon et al. - 1999 DBLP
48 the Dynamics and Significance of Low Frequency Components of.. - Mukherjee - 1994
39 TCP Behavior of a Busy Web Server: Analysis and Improvements (context) - Balakrishnan, Padmanabhan et al. - 1998
31 a Measure of Lack of Fit in Time Series Models (context) - Ljung, Box - 1978
13 TCP/IP Illustrated, Volume 1: The Protocols (context) - Stevens - 1994
6 traceroute (context) - Jacobson, ftp et al. - 1989
2 The TCP-Friendly (context) - Friendly, http et al. - 1999
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