Simulating how the global Internet behaves is an immensely challenging undertaking because of the network's great heterogeneity and rapid change. The heterogeneity ranges from the individual links that carry the network's traffic, to the protocols that interoperate over the links, the "mix" of different applications used at a site, and the levels of congestion seen on different links. We discuss two key strategies for developing meaningful simulations in the face of these difficulties: searching for invariants and judiciously exploring the simulation parameter space. We finish with a brief look at a collaborative effort within the research community to develop a common network simulator.
%0 Journal Article
%1 floyd2001
%A Floyd, Sally
%A Paxson, Vern
%C Piscataway, NJ, USA
%D 2001
%I IEEE Press
%J IEEE/ACM Trans. Netw.
%K internet model performance simulating
%P 392--403
%R 10.1109/90.944338
%T Difficulties in simulating the internet
%U http://dx.doi.org/10.1109/90.944338
%V 9
%X Simulating how the global Internet behaves is an immensely challenging undertaking because of the network's great heterogeneity and rapid change. The heterogeneity ranges from the individual links that carry the network's traffic, to the protocols that interoperate over the links, the "mix" of different applications used at a site, and the levels of congestion seen on different links. We discuss two key strategies for developing meaningful simulations in the face of these difficulties: searching for invariants and judiciously exploring the simulation parameter space. We finish with a brief look at a collaborative effort within the research community to develop a common network simulator.
@article{floyd2001,
abstract = {Simulating how the global Internet behaves is an immensely challenging undertaking because of the network's great heterogeneity and rapid change. The heterogeneity ranges from the individual links that carry the network's traffic, to the protocols that interoperate over the links, the "mix" of different applications used at a site, and the levels of congestion seen on different links. We discuss two key strategies for developing meaningful simulations in the face of these difficulties: searching for invariants and judiciously exploring the simulation parameter space. We finish with a brief look at a collaborative effort within the research community to develop a common network simulator.},
acmid = {504642},
added-at = {2011-03-25T08:35:59.000+0100},
address = {Piscataway, NJ, USA},
author = {Floyd, Sally and Paxson, Vern},
biburl = {https://www.bibsonomy.org/bibtex/2e702478d30ec2efbbe6101f2163e1db2/joergh},
description = {Difficulties in simulating the internet},
doi = {10.1109/90.944338},
interhash = {d441fa1511af8875402af1f2499d7ce1},
intrahash = {e702478d30ec2efbbe6101f2163e1db2},
issn = {1063-6692},
issue = {4},
journal = {IEEE/ACM Trans. Netw.},
keywords = {internet model performance simulating},
month = {August},
numpages = {12},
pages = {392--403},
publisher = {IEEE Press},
timestamp = {2011-03-25T08:35:59.000+0100},
title = {Difficulties in simulating the internet},
url = {http://dx.doi.org/10.1109/90.944338},
volume = 9,
year = 2001
}