Download:
|
by Yin Zhang, Nick Duffield, Vern Paxson, Scott Shenker
In Proceedings of ACM SIGCOMM Internet Measurement Workshop
http://www.aciri.org/vern/imw-2001/imw2001-papers/38.ps.gz
Add To MetaCart
Abstract:
Abstract--- Many Internet protocols and operational procedures use measurements to guide future actions. This is an effective strategy if the quantities being measured exhibit a degree of constancy: that is, in some fundamental sense, they are not changing. In this paper we explore three different notions of constancy: mathematical, operational, and predictive. Using a large measurement dataset gathered from the NIMI infrastructure, we then apply these notions to three Internet path properties: loss, delay, and throughput. Our aim is to provide guidance as to when assumptions of various forms of constancy are sound, versus when they might prove misleading. I.
Citations
|
1790
|
Congestion avoidance and control
– Jacobson
- 1988
|
|
1087
|
Wide area traffic: the failure of Poisson modeling
– Paxson, Floyd
- 1995
|
|
607
|
End-to-end Internet Packet Dynamics
– Paxson
- 1999
|
|
573
|
Receiver-driven layered multicast
– McCanne, Jacobson, et al.
- 1996
|
|
551
|
Equation-Based Congestion Control for Unicast Applications
– Floyd, Handley, et al.
- 2000
|
|
435
|
Nonparametric Statistics for the Behavioral Sciences (2nd Ed
– Siegel, Castellan
- 1988
|
|
264
|
End-to-end Packet Delay and Loss Behavior in the Internet
– Bolot
- 1993
|
|
174
|
Capacity of a burst-noise channel
– Gilbert
- 1960
|
|
162
|
Measurement and modelling of the temporal dependence in packet loss
– Yajnik, Moon, et al.
- 1999
|
|
132
|
An architecture for large-scale internet measurement
– Paxson, Mahdavi, et al.
- 1988
|
|
92
|
Goodness-of-Fit Techniques
– D'Agostino, Stephens
- 1986
|
|
91
|
Poisson arrivals see time averages
– Wolff
- 1982
|
|
60
|
On the dynamics and significance of low frequency components of internet load
– Mukherjee
- 1992
|
|
49
|
End-to-end Packet Delay and
– Bolot
|
|
46
|
Modeling of packet loss and delay and their effects on real-time multimedia service quality
– Wenyu, Schulzrinne
- 2000
|
|
40
|
Measurement and Modeling of the Temporal Dependence
– Yajnik, Moon, et al.
- 1999
|
|
38
|
Measurement Considerations for Assessing Unidirectional Latencies
– Claffy, Polyzos, et al.
|
|
37
|
TCP Behavior of a Busy Web Server: Analysis and Improvements
– Balakrishnan, Padmanabhan, et al.
- 1997
|
|
36
|
TCP Extensions for High Performance", RFC 1323
– Jacobson, Braden, et al.
- 1992
|
|
27
|
Mathematical statistics and data analysis (2nd edition
– Rice
- 1994
|
|
25
|
A framework model for packet loss metrics based on loss runlengths
– Sanneck, Carle, et al.
- 2000
|
|
15
|
The Stationarity of Internet
– Zhang, Paxson, et al.
- 2000
|
|
11
|
On a Measure of Lack of Fit
– Ljung, Box
- 1978
|
|
5
|
On a Measure of Lack of Fit in Time Series Models," Biometrika '65
– Ljung, Box
- 1978
|
|
4
|
Change-Point Analysis: A Powerful New Tool For Detecting Changes", preprint, available as http: //www.variation.com/cpa/tech/changepoint.html
– Taylor
- 2000
|
|
3
|
Characterizing End-to-End Internet Performance
– Zhang
- 2001
|
|
2
|
Mathematical Statistics and Data Analysis," 2nd edition
– Rice
- 1995
|
|
1
|
Resistant, robust and non-parametric techniques for the analysis of climate data: theory and examples, including applications to historical radiosonde station data
– Lanzante
- 1996
|
