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New Terascale Grid To
Simulate Terrorist Attacks By Paul Shread
Purdue University and Indiana University have
linked their IBM supercomputers in a computational Grid via the
universities' high-speed optical network, creating a facility
capable of performing a trillion operations per second.
One of the planned uses of the new terascale Grid is to simulate
terrorist attacks to help government agencies prepare for worst-case
scenarios.
When fully functional, the supercomputer network - referred to as
the Indiana Virtual Machine Room - will be the first in the nation
to tie together university-owned computers with a combined peak
capacity of more than one teraflop, or more than a trillion
operations per second, said James Bottum, Purdue's vice president
for information technology.
The supercomputers are connected via the state's new
high-performance, optical-fiber network called I-Light, which
enables the exchange of large amounts of information at the speed of
light. Purdue and IU tested the system for the first time last
month.
The supercomputer Grid will enable researchers to perform
innovative and massive new calculations, including the simulation of
"synthetic environments," applications that help to predict how
millions of people might react to situations ranging from product
marketing to natural disasters. The terascale capability also will
help scientists run complex simulations, such as those that model
the behavior of materials at the atomic level or the effects of an
earthquake in a metropolitan area, and it will enable the analysis
of genomic data to help identify new treatments for human disease.
Combined, IU's teraflop supercomputer and Purdue's IBM
supercomputer contain more than 900 processors, for a combined peak
theoretical capacity of more than 1.4 teraflops.
Applications that will be explored include environments called
"synthetic economies," in which the behavior of millions of
consumers can be predicted for a given economic scenario. The
simulations, which are based on traditional military war-gaming,
enable researchers and business people to see the consequences of
their decisions and actions in real time. Possible applications
include simulations that predict how consumers would respond to new
promotional campaigns; changes in the pricing of particular products
or the introduction of new products; what would happen if companies
entered each others' markets; and how changes in technology,
regulatory laws or consumer demand would affect particular markets.
The software that makes the complex simulations possible was
developed by Alok Chaturvedi, an associate professor of management
at Purdue's Krannert School of Management, and Shailendra Mehta,
director of entrepreneurism and small business outreach at the
Krannert School.
"What we do in our synthetic environment is create artificial
people," Chaturvedi said. "They are calibrated based on real data,
and they behave just as people do in the real world. Now, what the
distributed terascale environment will do is allow us to create
artificial agents at very fine granularities. This advanced
computing environment will enable us to create a synthetic
environment that contains more elements, or more virtual people, and
will provide a more accurate, detailed representation of the
reality."
The terascale capability has enabled the researchers to expand
the number of people in a synthetic environment into the millions,
compared to hundreds for conventional applications. Terascale
computation also allows synthetic environments to be changed on the
fly to fit new applications, said Chaturvedi, who has been working
on the software since 1993 and has used it to solve problems for the
U.S. Naval Air Command, U.S. Army Recruiting Command and companies
in the personal computer and agribusiness industries.
The Grid will also be used to help the U.S. Centers for Disease
Control and Prevention and other agencies prepare for terrorist
attacks. "We did a full scale simulation of a bio-terror attack in
the Midwest," Mehta said, with 250,000 artificial agents
representing citizens and 9 teams of human players making decisions
at the government level.
Chaturvedi and Mehta eventually plan to simulate disaster
scenarios that would affect the entire country, and will also model
behaviors such as panic fleeing and other responses to a terrorist
attack. They also will model the public's mood swings, and the lag
time between the contraction of smallpox and other diseases and the
appearance of symptoms.
"We are simulating a wide variety of problems related to homeland
security using teragrid computing," Chaturvedi said.
Life sciences computing will also be a focus of the terascale
Grid through the Indiana Genomics Initiative. The Grid has been
tested with fastDNAml, a program that infers evolutionary
relationships from DNA sequence data.
Purdue has recently upgraded its IBM supercomputer through the
IBM Shared University Research Program, which promotes research and
strengthens ties between IBM and universities. Indiana University
upgraded its IBM supercomputer to just more than 1 teraflop last
year, making it the largest university-owned supercomputer in the
United States. The upgrade was made possible in part by a grant from
IBM and funding made available for the Indiana Genomics Initiative
by the Lilly Endowment.
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