 |
 |
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Technology demonstrations provide an opportunity to make applications
development visible to the general public while driving progress by establishing
specific deadlines for operational capabilities and calling on resources-such
as OC-48 network connectivity-that might not otherwise be available. They
enable developers and scientists to see what kinds of tools, services,
and innovations may be useful in their applications discipline, foster
new interactions and collaborations among researchers, and allow the public
to participate in IT R&D research advances.
Federal agency IT R&D demonstrations
are held several times a year to reach different audiences. In FY 1999-2000,
an IT R&D Expo was held on Capitol Hill to foster greater understanding
among legislators and their staffs of the progress on applications development.
IT applications demonstrations, including NGI applications, were showcased
at SC99, the national high performance networking and computing conference,
to expand awareness in the science and commercial communities of Federally
supported R&D efforts in high performance computing and networking. And
IT R&D agencies were invited to conduct applications demonstrations in
Asheville, North Carolina, in December 1999. Select applications demonstrations
from these three events are highlighted in this section.
|
|
SC99 demonstrations
|
 |
At the November 13-19, 1999,
SC99 conference, NGI researchers and industry partners made news when they
set 2.4 Gbps world network speed and performance records, transmitting
studio-quality high-definition television (HDTV) streams long distance
over NGI testbeds to the SC99 exhibition hall in Portland, Oregon. SC99,
one of the largest gatherings devoted to advanced computing, drew more
than 5,000 researchers and industry representatives from around the world.
For the second year, the NCO
hosted a group of exhibits designed to broaden awareness in the academic
and IT industry communities of the far-reaching results of Federally sponsored
applications research, including the NGI. Six Federal agency members of
the LSNCG-DARPA, DOE, NASA, NIH, NOAA, and NSF-demonstrated 10 cutting-edge
applications and network technologies developed with Federal funding. Many
other demonstrations of Federally funded R&D, including NGI, were held
throughout the research area on the convention floor. Additional NGI applications
are being developed by universities and laboratories.
|
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Agency representatives, university researchers, and NCO staff prepare
for the opening of SC99 in Portland, Oregon.
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World network land
speed record
|
SC99
demos included:
DARPA's
SuperNet (part of NGI, page 87) was a critical elemnt in setting the 2.4
Gbps packet-over-Sonet world land speed record. The network infrastructure
for the long-distance, high-speed HDTV demonstration linked DARPA's National
Transparent Optical Network (NTON-II), the University of Washington (UW)-led
Pacific/Northwest GigaPop (P/NWGP), and Nortel Networks. Together, the neworks
delivered unprecedented levels of standard Internet capacity from the Microsoft
Corporation and UW campuses, through the P/NWGP in Seattle, and on to the
exhibition hall. There, Microsoft, the National Computational Science Alliance,
Sony (in support of the ResearchTV consortium), and UW concurrently demonstrated
two realtime gigabit applications, setting a record of more than 2 Gbps in
aggregate throughput--by a wide margin the fastest real-time applications
yet run over a WAN.
The demonstration was the equivalent of simultaneously transmitting the entire
channel lineup of a 150-channel cable TV system, or 50 channels of broadcast
quality HDTV, or five feature movies, or interactions among a large number
of shared virtual realities.
|
Sponsors and participants
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DARPA
Microsoft Corporation
National Computational Science Alliance
Nortel Networks
Pacific/Northwest GigaPop
ResearchTV
Sony
University of Washington
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Virtual Laboratory
(VLAB)
|
NASA's VLAB is a virtual reality environment enabling researchers working
at desktop computers anywhere in the U.S. to monitor and actively participate
in real-time experiments and training simulations at the Ames Research
Center Flight Simulation Laboratories. The emphasis is on the perspective
of the user, who can define the specific data and display configuration
for an experiment, and multiple "players" at different sites can each
customize their displays for the same simulation. For example, the VLAB
interface lets engineers at the Johnson Space Center, Boeing, Rockwell,
and Lockheed Martin access tests at Ames' Vertical Motion Simulator, where
researchers conduct astronaut training and study the physics and engineering
requirements of rockets and space vehicles such as the Space Shuttle.
New capabilities being developed for the VLAB system will allow researchers
to create math models, displays, and control systems, validate models
for higher-quality experiments, and do virtual prototyping for cockpit
design and lab data system layouts. NASA researchers have developed a
prototype Mars VLAB client and have deployed a full VLAB client at Johnson
Space Center to support shuttle entry simulation.
VLAB concepts are broadly applicable
to remote virtual control rooms such as those associated with wind tunnels,
flight test facilities, and multiple inter-operable laboratories. The
NGI's high bandwidth and multicast technologies make it possible to provide
the digital audio, MPEG-2, audio/video-conferencing, whiteboarding, and
client/server support, as well as the real-time interactivity, needed
by VLAB. The QoS afforded by the NGI ensures that visualization streams
reach their destinations on time when networks are congested.
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Participants
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NASA Ames Flight Simulation Laboratory
NASA Johnson Space Center
NASA Research and Education Network (NREN)
Apple Computer, Inc.
Lockheed Martin Corporation
Rockwell International
Corporation
The Boeing Company
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Sponsor
|
NASA
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SuperNet
|
DARPA's SuperNet is the set of interconnected NGI testbeds dedicated to
prototyping the engineering, hardware, software, and connectivity of future
networks capable of 1,000 times current Internet transmission speeds. Over
the first two years of the NGI program, Federal, academic, and industry
research partners developed and put in place the pioneering components necessary
for a wholly new network infrastructure with capabilities far beyond those
of today's Internet. At SC99, these partnerships reached a major developmental
milestone, demonstrating for the first time full coast-to-coast interconnectivity
across the network of SuperNet testbeds. The following components of SuperNet
will be operational in FY 2000:
- NTON-II, DARPA's high-speed
optical network on the West Coast, with four wavelengths each with 10
Gbps capacity
- High Speed Connectivity Consortium
(HSCC), connecting Los Angeles and Washington, D.C., sites at 2.5 Gbps
end to end
- ONRAMP, a Boston-area testbed
operating at OC-48+ and fielding advanced metropolitan area and regional
access technologies
- BOSSNET, a highly experimental
WDM network developed by DARPA enabling physical layer networking and
communications experiments over dark fiber, with connectivity from the
Boston area to Washington, D.C., at OC-48+ speeds
- Advanced Technology Demonstration
Network/Multiwavelength Optical Networking (ATDNet/MONET), a 20 Gbps
dynamically reconfigurable double ring network
- Collaborative Advanced Interagency
Research Network (CAIRN), a coast-to-coast testbed for networking research
with an infrastructure that is heterogeneous in hardware, interconnections,
and speed
More than 40 research institutions
use SuperNet components for network and applications research in areas
such as HDTV, border gateway multicast protocol, reliable multicast, domain
name system (DNS) security, DWDM switching, wide area gigabit ethernet
(GbE), and active networks. Robust, scalable versions of these technologies
will be needed to build out the NGI prototype networks into a full-scale,
very high-speed infrastructure for research, commerce, and communication.
 |
Demonstrating DARPA's SuperNet at SC99. More than 40 research institutions
use SuperNet in applications areas such as HDTV, reliable multicast, domain
name system (DNS) security, wide area gigabit Ethernet (GbE), and active
networks. |
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Participants
|
Carnegie Mellon University
Corporation for
National Research Initiatives
Defense Information Systems Agency
Defense Intelligence Agency
GST
Laboratory for Telecommunication Sciences
Lawrence Livermore National Laboratory
MIT Lincoln Laboratory
NASA Goddard Space Flight Center
Naval Research Laboratory
Nortel
Qwest
USC Information Sciences Institute
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Sponsor
|
Darpa
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Dynamic construction
of virtual overlay
networks interconnecting
NGI testbeds
|
The nationwide SuperNet interconnectivity demonstrated at SC99 was made
possible by a new technology called multiprotocol label switching (MPLS)
and a publicly available prototype MPLS research platform created by NIST
called NISTSwitch. MPLS dynamically constructs virtual overlay networks
that enable QoS-controlled data transmission from network to network.
Virtual overlay networks are possible only with wide-bandwidth network
infrastructures that permit WDM. In systems with WDM such as the SuperNet
testbeds, the NISTSwitch platform operates as a kind of rapid-transit
service hub, setting common communications and routing protocols for all
carriers on all routes and working to maintain performance standards across
the system as a whole.
MPLS will enable NGI researchers
to expand their experimentation with virtual overlay networks for QoS,
multicast, and security assurance on NGI testbeds. MPLS also holds promise
in signaling and routing technology as a means of optimizing traffic engineering
and constraint-based path selection in NGI networks.
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Sponsors and participants
|
NIST
University of Southern California/Information Sciences Institute (USC/ISI)
NASA Goddard Space Flight Center
NASA Ames Research Center
DARPA
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| |
 |
SuperNet
interconnectivity at SC99 was enabled by a new technology known as multiprotocol
label switching (MPLS). MPLS is publicly available on a prototype platform
known as NISTSwitch, a product of NIST-supported research. MPLS will enable
NGI researchers to expand experiments with virtual overlay networks. |
|
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ImmersaDesk: An
immersive virtual
environment for
oceanography and
meteorology
|
The ImmersaDesk is a projection platform that "immerses" the user in a
virtual reality environment using stereo glasses. Wearing the special
glasses, a user can look into the ImmersaDesk's 4'x5' angled screen to
view a computer-generated 3-D image simulated with near-perfect accuracy
from complex statistical data. At the SC99 demo, visitors witnessed a
tsunami approaching and crashing onto a coastal Japanese city, with realistic
rendering of the wave, sea floor bathymetry, land topography, and the
city itself. Using the device's interactive, animated, 3-D stereographic
visualization capabilities, NOAA scientists are modeling other environmental
influences such as the activity of hydrothermal vents, the effects of
oceanographic forces on fisheries, and the characteristics of regional
weather systems. The 3-D visualization of complex data sets reveals subtleties
that scientists cannot see in 2-D graphics. For example, a 2-D graphic
of an Alaskan fur seal's hunt for food shows only the seal's linear route
through the water. A 3-D animation of the same data reveals that the seal
makes numerous sharp upward and downward movements through the water along
the way.
NGI networks interconnecting heterogeneous
computing resources and large data archives via a shared interface allow
geographically distributed climate and oceanographic researchers to work
collaboratively in such 3-D virtual environments.
|
Participants
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NOAA's Pacific Marine Environmental Laboratory (PMEL)
Old Dominion University
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Sponsor
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NOAA's HPCC program
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| |

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Demonstrating the ImmersaDesk at SC99. The ImmersaDesk is a large-scale
projection platform that "immerses" the user in a virtual reality environment
by means of stereo eyeglasses. NOAA scientists are using the ImmersaDesk
in 3-D visualizations of complex data sets. The speed and bandwidth of NGI
will enable climate and oceanographic researchers to work collaboratively
in such 3-D virtual environments. NOAA, a non-NGI agency, has partnered
with NGI agencies on several advanced networking applications from the beginning
of the program.
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OceanShare
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When a major oceanic oil spill occurred-before the advent of high performance
computational and networking technologies-scientists routinely spent days
and perhaps weeks gathering and analyzing the information needed to guide
damage control and mitigation efforts. NOAA's OceanShare is a powerful
new collaborative tool that enables researchers at NOAA laboratories to
quickly access and work with large-scale oceanographic and meteorological
data sets from multiple geographically distributed archives. This means
that scientific analyses requiring heterogeneous information-weather conditions,
ocean temperatures and currents, topographical data, and marine ecosystem
data-from a variety of sources can be rapidly integrated and analyzed
collaboratively by researchers, no matter where they are located.
OceanShare's data-intensive and
bandwidth-intensive capabilities for collaborative research require the
speed and QoS characteristics of the NGI, gu aranteeing rapid response
rates, a sophisticated shared interface, and uninterrupted flows of large-scale
data. OceanShare combines interactive Java graphics, Java remote method
invocation/common object request broker architecture (CORBA) network connections,
and NCSA's object-oriented Habanero developer's framework to create collaborative
networked access to distributed data sets. The new research tool enables
NOAA/PMEL's Fisheries Oceanography program, in collaboration with NOAA's
Alaska Fisheries Science Center and the University of Alaska, to study
fish migrations, environmental conditions affecting fisheries, and related
oceanographic influences on fish populations. NOAA's Hazardous Materials
Response and Assessment Division (HAZMAT) will use OceanShare to assess
response needs when hazardous materials are released into the environment.
The new tool will also provide networked access to climate data archived
at NOAA's PMEL, Atlantic Ocean Meteorology Laboratory, and National Ocean
Data Center, as well as at the University of Hawaii Sea Level Center and
other research sites.
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Participant
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NOAA's PMEL
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Sponsors
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NOAA's HPCC program
NOAA's Environmental Services Data and Information Management
|
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 |
Demonstrating OceanShare.
NOAA's powerful new collaborative tool enables researchers at different
NOAA labs to quickly access and work together with large- scale oceanographic
and meteorological data sets from multiple geographically distributed archives.
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A virtual tour of 3-D oceanographic data
sets using Virtual
Reality Modeling
Language (VRML)
|
From the TAO (Tropical Atmosphere-Ocean) Array-a group of some 70 moored
buoys spanning the equatorial Pacific-NOAA scientists gather oceanographic
and surface meteorological variables critical to improved detection, understanding,
and prediction of the significant climate variations such as El Ni–o and
La Ni–a that originate in the tropics. Today, using VRML software, scientists
can turn the large-scale TAO data collected around the clock into 3-D
objects that precisely mimic their real-world counterparts. These objects
can be rotated and modified; the data display can be reorganized to show
contour slices, color-coded poly-filled contours, surfaces, vectors, bathymetry,
and topography. With the addition of Java scripts, these objects can be
combined and animated in a 3-D VRML world that the user can move through
and manipulate.
Researchers are able to "see,"
for example, what happens to ocean temperatures over time and at varying
depths under El Ni–o and La Ni–a conditions. Scientists in NOAA's Carbon
Exchange program use VRML to better understand another fundamental climatic
influence-the fluxes in the vital transfer of carbon dioxide between the
ocean and the atmosphere and their relationship to ocean temperatures.
The tool enables the Fisheries Oceanography Combined Investigations (FOCI)
program to examine the complex biological and physical oceanographic environments
of fisheries.
VRML is a low-cost, Web-accessible
application that can be widely used in education and research environments
to model and interact with complex data in 3-D and stereographic 3-D. Broader
deployment of these capabilities, however, will require the consistently high
levels of reliability, QoS, and network speed now being prototyped in the
NGI.
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| |
Participants
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NOAA's PMEL
Old Dominion University
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Sponsor
|
NOAA
|
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NOAA researchers are using increasingly
powerful scalable systems and software designs to improve the climate research
and weather prediction needed by Government, industry, academia, and the
general public.
|
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Computational challenges
in climate and weather
research
|
NOAA scientists increasingly use high end scalable computing systems and
component-based software to improve the climate research and weather prediction
needed by Government officials and policymakers, industries such as agriculture,
transportation, and re-insurance, water managers and public health officials,
academic researchers, and the general public. Advanced IT capabilities
have improved scientists' ability to predict hurricanes and other severe
weather events; to examine long-term influences on environment, such as
the effect on hurricanes of increased carbon dioxide (CO2)
in the atmosphere and the ocean thermal response to climate warming trends;
and to understand macro-features of the earth's biosphere, such as eddies
in the North Atlantic and atmospheric mixing in the Sourthern hemisphere.
Improved network speed and bandwidth
will enable rsearchers to use increasingly powerful scalable systems and
software designs to work collaboratively with more detailed and complex
statistical models shared over high-speed networks.
|
Sponsor
|
NOAA
|
|
|
NIH biomedical
collaboratory testbed
|
Researchers in structural biology and computational pathology working
at geographically dispersed institutions are using collaboratory tools--including
electronic notebooks, source code repositories, and data-sharing and teleconferencing
technologies--to examine and evaluate the effectiveness of these tools
to improve their research. One group of collaborators is studying the
biological functions of proteins using AMBER and CHARMM simulation software
that depicts the structure and movement of proteins and DNA molecules.
A computational pathology group is developing automated techniques to
improve the speed and accuracy of tissue diagnosis. In collaboration with
NCI researchers, they are working on 3-D visualization of prostate tissue
samples and using DNA and RNA sequencing to correlate tissue characteristics
with genetic tendencies.
Multicast technology and uniform
routing protocols on the NGI will improve the high end forms of research
collaboration including audio, data, and teleconferencing applications.
Faster and more reliable connectivity among collaborating sites will make
it possible to use and exchange large data files, 3-D volume-rendering
graphics, visualization files, and source code.
|
Participants
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NIH's National Cancer Institute
Pittsburgh Supercomputing Center
Scripps Research Institute
University of Pittsburgh Medical Center
University of Pittsburgh Center for BioMedical Informatics
University of California at San Francisco
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Sponsor
|
NIH's National Center for Research Resources (NCRR)
|
|
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BioCoRE and
interactive molecular
dynamics (IMD)
|
Using this portable collaboratory software for structural biology, researchers
at different sites can start, visualize, and interactively steer molecular
dynamics simulations on remote high performance computing platforms. BioCoRE,
which stands for Biological Collaborative Research Environment, is a network-centered
meta-application that has four components: a workbench that provides analysis
tools, data sharing, resource allocation, simulation control, and interactive
molecular dynamics; conferencing that includes audio and visual communication,
visualization, and training; a notebook for record keeping; and a documentation
capability. In the BioCoRE environment, researchers use its IMD molecular
visualization program and simulation engine to display 3-D models of molecular
systems such as proteins, nucleic acids, and lipid bilayer assemblies.
In addition, a force feedback tool enables researchers to, in effect,
poke at a system or change its shape to see how it responds. The application
currently runs over NSF's vBNS network. The full package of BioCoRE tools
is scheduled to be available to researchers in 2000.
BioCoRE's data-heavy and bandwidth-heavy
applications require high-speed data transmission over networks and the
high end storage capacity and operating speeds of supercomputers. The
NGI will provide low latency to respond to user input and progressively
higher bandwidths needed for increasingly complex simulations. The NGI
will also enable transparent use of available distributed hardware, software,
and databases.
|
Participants
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NIH
Beckman Institute for Advanced Science and Technology
University of Illinois at Urbana-Champaign
|
Sponsor
|
NIH's NCRR
|
| |
|
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Using BioCoRE portable collaboratory
software, researchers at different sites can commence, visualize, and interactively
steer molecular dynamics simulations on high performance platforms. Here,
a researcher (left) is demonstrating the use of a force feedback tool to
change a molecular shape and see how it responds (right). The full BioCoRE
package of tools is scheduled to be generally available to researchers in
2000.
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Terabyte Challenge
2000: Project Data
Space
|
This collaboration among IT research institutions around the world is
designed to establish standards, new network protocols and services, and
performance monitoring tools for distributed data analysis and data mining
across high performance networks. "Mining" is the work a computing system
does to find and organize relevant data. The larger and more widespread
the archives of potentially useful data, the more processing is required.
The vast quantities of information stored on computers around the world
make the capacity to mine it one of the most important technical computing
challenges of this era.
Terabyte Challenge 2000 participants
have developed a distributed testbed and knowledge network for experimentation
and disciplinary studies in managing, mining, and modeling large (too
large to fit in the memory of a single workstation), massive (large and
distributed on both tape and disk), and geographically distributed data
sets. The testbed, comprising clusters of workstations connected with
a mix of traditional and high-speed networks, uses several software infrastructures--including
PAPYRUS, a data-mining and predictive modeling system developed by the
National Center for Data Mining at the University of Illinois at Chicago--to
aim for the processing speed and data validity benchmarks required for
high performance networked applications. The wide area data transfers
called for in distributed data mining become practical only with the faster
speed available on the NGI.
Terabyte Challenge members, whose
demonstration at SC98 won the Most Innovative of Show award in the High
Performance Computing Challenge category, are currently working with testbed
applications that include:
- Anomaly prediction in brain
scan data
- Digital Sky Survey: a classification
of cosmological objects in widely distributed astronomical data
- Data mining and visualization
of grid data in tele-immersion environments
- Impact of data-intensive applications
on next generation networks
- Increasing the availability
and usability of network traffic monitoring data
|
Participants
|
National Center for Data Mining at the University of Illinois at Chicago (lead)
National Computational Science Alliance
National Laboratory for Applied Networking Research (NLANR)
New York University
Rensselaer Polytechnic Institute
University of California at Davis
University of Illinois at Chicago
University of Pennsylvania
Washington State University
Magnify, Inc., Chicago
Imperial College, London, England
National University of Singapore
University of Hong Kong
University of Toronto, Canada
ACSys, Canberra, Australia
|
Sponsor
|
NSF
DOE/ASCI
DOE's Office of Science
NASA Ames Research Center
|
| |
 |
DOE-supported Terabyte
Challenge members, whose demonstration at SC98 won the Most Innovative of
Show award in the High Performance Computing Challenge category, are currently
working with testbed applications such as biomedical visualization and data
mining. Wide area data transfers in distributed data mining become practical
only with the faster speed available on the NGI. |
 |
Presentation at
the NGI demonstrations conducted in Asheville, N.C., on December 6, 1999,
at Blue Ridge Community College. |
|
|
|
Asheville, North Carolina,
demonstrations
|
The IT R&D agencies and NCO were invited by Congressman Charles Taylor
(R-NC) to conduct demonstrations at Blue Ridge Community College in Asheville
on December 6, 1999. Approximately 100 local educators, administrators,
and technology leaders attended, including the Congressman and members
of his local staff. The three-hour event included brief presentations
by NCO, agency representatives, and the participants, followed by an open
session of the demonstrations, many of which were tailored to local interests.
Staffers at NOAA's National Climatic Data Center (NCDC) in Asheville,
for example, requested a demo on the Digital Libraries Initiative (DLI).
The presentations included:
|
|
|
Engineering and
science tools of
the future
|
The Next Generation Revolutionary Analysis and Design Environment (NextGRADE)
and Immersive Visualization software suite provides a GUI that enables
rapid assembly and analysis of both aircraft and spacecraft, allowing
structural designers to quickly modify components and analyze design features.
After the analysis is complete, the engineer can examine the results using
an ImmersaDesk 3-D stereographic environment to view and interact with
the structure from various perspectives in real time. These research tools
will enable multiple geographically dispersed users to collaborate within
multiscreen virtual reality environments.
|
Participant
|
NASA Langley Research Center
|
Sponsors
|
NASA Cross-Enterprise Technology Development Program
NASA Intelligent Synthesis Environment Initiative
|
|
|
Digital library
technologies for
education
|
The Alexandria Digital Library (ADL) provides access to geospatial data
such as maps, aerial photographs, and remote-sensing images taken from
satellites, and to geographically referenced digital information. The
Alexandria Digital Earth Prototype (ADEPT) project provides an interactive
instructional environment that combines geo-referenced data with modeling
analysis tools (for more information, see page 65).
|
Major participants
|
University of California at Santa Barbara
University of California at Los Angeles
University of Georgia
Georgia Institute of Technology
San Diego Supercomputer Center
|
Major sponsors
|
NSF
DARPA
NASA
|
|
|
Tele-nanoManipulator
|
The UNC-Chapel Hill tele-nanoManipulator system allows scientists to see,
touch, and directly modify viruses, nanotubes, and other nanometer-scale
(one-billionth, or 10-9 meter) objects. Using remote microscopes and graphics
supercomputers over advanced networks, researchers can, for example, measure
the rupture strength of DNA, build nanometer-scale circuits with carbon
nanotubes (Buckytubes), and measure the strength of the adenovirus capsid
that is used in gene therapy.
|
Participants
|
NIH's Resource for Molecular Graphics and Microscopy
UNC's Departments of Computer Science, Physics & Astronomy, Chemistry,
and Psychology; Schools of Education and Information & Library Science;
and Center for Gene Therapy
|
Sponsors
|
NIH's NCRR
NSF
Army Research Office
Intel Corporation Office of Naval Research
SensAble Technologies, Inc.
Silicon Graphics, Inc.
ThermoMicroscopes
|
|
|
Telescience for
advanced tomography
applications
|
This project builds Web-based collaboration tools providing remote access
to high resolution, 3-D microscopy in biomedical and neuroscience research.
Using these tools, scientists are able to access and work with data from
specialized imaging instruments such as high and ultra-high voltage electron
microscopes at remote facilities. The telescience tools provide transparent
access to supercomputing resources required to produce, refine, and analyze
complex 3-D images of cellular and molecular structure and function. With
geographically distributed image databases enabling comparisons among
archived research results, the collaboration tools can help molecular
biologists nationwide study the basic structures of cellular organelles
like mitochondria and debilitating disorders such as Parkinson's and Alzheimer's
disease.
|
Sponsors
|
NIIH's NCRR
NSF's Partnerships for Advanced Computational Infrastructure Program
|
|
|
Enhancing search
engine effectiveness
|
The Text Retrieval Conference (TREC) project is described on page 61 of
this book.
|
Participant
|
Academic, industrial, and government organizations worldwide
|
Sponsors
|
NIST
DARPA
|
|
|
Computational
challenges in climate
and weather research
|
This NOAA demonstration is described on page 106 of this book.
|
|

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