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DAILY NEWS AND INFORMATION
FOR THE GLOBAL GRID COMMUNITY / AUGUST 18, 2003; VOL. 2 NO. 33
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Special Features:
RESEARCHERS CREATE FASTEST
DETAILED COMPUTER SIMULATIONS
Researchers create the world's fastest detailed computer simulations of the
Internet Studies network traffic from over 1 million Web browsers. Researchers
at the Georgia Institute of Technology have created the fastest detailed
computer simulations of computer networks ever constructed -- simulating
networks containing more than 5 million network elements.
This work will lead to improved speed, reliability and security of future
networks such as the Internet, according to Professor Richard Fujimoto, lead
principal investigator of the DARPA-funded project (Defense Advanced Research
Projects Agency). These "packet-level simulations" model individual data
packets as they travel through a computer network. Downloading a web page to
one's home computer or sending an e-mail message typically involves
transmitting several packets through the Internet. Packet-level simulations
provide a detailed, accurate representation of network behavior (e.g.,
congestion), but are very time consuming to complete.
Engineers and scientists routinely use such simulations to design and
analyze
new networks and to understand phenomena such as Denial of Service attacks
that have plagued the Internet in recent years. Because of the time required
to complete the simulation computations, most studies today are limited to
modeling a few hundred network components such as routers, servers and
end-user computers. "The end goal of research on network modeling and
simulation is to create a more reliable and higher-performance Internet," says
Fujimoto. "Our team has created a computer simulation that is two to three
orders of magnitude faster than simulators commonly used by networking
researchers today. This finding offers new capabilities for engineers and
scientists to study large-scale computer networks in the laboratory to find
solutions to Internet and network problems that were not possible before."
The Georgia Tech researchers have demonstrated the ability to simulate
network
traffic from over 1 million web browsers in near real time. This feat means
that the simulators could model a minute of such large-scale network
operations in only a few minutes of clock time. Using the high-performance
computers at the Pittsburgh Supercomputing Center, the Georgia Tech simulators
used as many as 1,534 processors to simultaneously work on the simulation
computation, enabling them to model more than 106 million packet transmissions
in one second of clock time -- two to three orders of magnitude faster than
simulators commonly used today. In comparison, the next closest packet-level
simulations of which the research team is aware have simulated only a few
million packet transmissions per second. The research team plans to present
their findings at the IEEE International Symposium on Modeling, Analysis and
Simulation of Computer and Telecommunication Systems (MASCOTS) in October.
Team members include: Mostafa Ammar, Regents professor of Computing; Kalyan
Perumalla, post-doctoral/research faculty; George Riley, assistant professor
in School of Electrical and Computer Engineering; and Fujimoto. Graduate
students involved in this project include Alfred Park, Computing and Talal
Jaafar, Electrical and Computer Engineering. Major funding was provided by the
Network Modeling and Simulation Program of the Defense Advanced Research
Projects Agency (DARPA) and the National Science Foundation. The cluster
computing platforms at Georgia Tech were obtained through a grant from
Intel.
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