SlideShare uma empresa Scribd logo
1 de 59
"LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks and  High Resolution Visualizations" Invited Talk to the NASA Jet Propulsion Laboratory Pasadena, CA February 4, 2005 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology Harry E. Gruber Professor,  Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD Chair, NASA Earth System Science and Applications Advisory Committee
Abstract While the Internet and the World Wide Web have become ubiquitous, their shared nature severely limits the bandwidth available to an individual user. However, during the last few years, a radical restructuring of optical networks supporting e-Science projects is beginning to occur around the world. Amazingly, scientists are now able to acquire the technological capability for private 1-10 Gbps light pipes (termed  "lambdas"), which create deterministic network connections coming right into their laboratories.  Two of the largest research projects on LambdaGrids are the NSF- funded OptIPuter (www.optiputer.net) and its new companion LOOKING (http://lookingtosea.ucsd.edu/), which is prototyping an interactive ocean observatory. The OptIPuter has two regional cores, one in Southern California and one in Chicago, which has now been extended to Amsterdam. One aim of the OptIPuter project is to make interactive visualization of remote gigabyte data objects as easy as the Web makes manipulating megabyte-size data objects today As earth and planetary sciences move toward an interactive global observation capability, a new generation of cyberinfrastructure is required, based on LambdaGrids. LOOKING and OptIPuter are prototyping realtime control of remote instruments, remote visualization or large data objects, metadata searching of federated data repositories, and collaborative analysis of complex simulations and observations. Calit2 is currently expanding its OptIPuter collaboration partners to include the NASA Science centers, JPL, Ames, and Goddard -- coupling ocean and climate supercomputer simulations with global earth satellite repositories and interactive viewing tens of megapixels of Mars Rover scenes.
Optical WAN Research Bandwidth Has Grown  Much Faster than Supercomputer Speed! Megabit/s Gigabit/s Terabit/s Source: Timothy Lance, President, NYSERNet 1 GFLOP Cray2 60 TFLOP Altix Bandwidth of NYSERNet  Research Network Backbones T1 32 10Gb “ Lambdas” Full NLR
NLR Will Provide an Experimental Network Infrastructure for U.S. Scientists & Researchers First Light September 2004  “ National LambdaRail” Partnership Serves Very High-End Experimental and Research Applications 4 x 10Gb Wavelengths Initially Capable of 40 x 10Gb wavelengths at Buildout Links Two Dozen State and Regional Optical Networks
NASA Research and Engineering Network (NREN) Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],GSFC ARC StarLight LRC GRC MSFC JPL 10 Gigabit Ethernet OC-3 ATM (155 Mbps) NREN Target:  September 2005 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Source: Kevin Jones, Walter Brooks, ARC NREN WAN
Global Lambda Integrated Facility (GLIF) Integrated Research Lambda Network Many Countries are Interconnecting Optical Research Networks  to form a Global SuperNetwork Visualization courtesy of Bob Patterson, NCSA www.glif.is Created in Reykjavik, Iceland Aug 2003
[object Object],[object Object],[object Object],Announcing… i Grid  2 oo 5 T   H   E  G   L   O   B   A   L  L   A   M   B   D   A  I   N   T   E   G   R   A   T   E   D  F   A   C   I   L   I   T   Y   Call for Applications Using  the GLIF SuperNetwork Maxine Brown, Tom DeFanti, Co-Organizers www.startap.net/igrid2005/
The OptIPuter Project –  Creating a LambdaGrid “Web” for Gigabyte Data Objects ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],NIH Biomedical Informatics NSF EarthScope and ORION http://ncmir.ucsd.edu/gallery.html siovizcenter.ucsd.edu/library/gallery/shoot1/index.shtml Research Network
Opt ical Networking,  I nternet  P rotocol, Comp uter Bringing the Power of Lambdas to Users ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],The OptIPuter Envisions a Future When the Central Architectural Element Becomes  Optical Networks - NOT Computers  - Creating  "SuperNetworks”
History of NASA and the OptIPuter ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
GSFC  IRAD Proposal "Preparing Goddard for  Large Scale Team Science in the 21st Century:  Enabling an All Optical Goddard Network Cyberinfrastructure” ,[object Object],[object Object],[object Object],Source: Milt Halem, GSFC Objectives Summary Funded February 2004  Current Goal-  Add in ARC and JPL
Expanding the OptIPuter LambdaGrid 1 GE Lambda 10 GE Lambda UCSD StarLight Chicago UIC EVL NU CENIC  San Diego GigaPOP CalREN-XD 8 8 NetherLight Amsterdam U Amsterdam NASA Ames NASA Goddard NLR NLR 2 SDSU CICESE via CUDI CENIC/Abilene Shared Network PNWGP Seattle CAVEwave/NLR NASA JPL ISI   UCI CENIC  Los Angeles GigaPOP 2 2
UCSD Campus-Scale Routed OptIPuter with Nodes for Storage, Computation and Visualization
OptIPuter Driver: On-Line Microscopes Creating Very Large Biological Montage Images ,[object Object],[object Object],[object Object],[object Object],[object Object],Source: David Lee, NCMIR, UCSD IBM 9M Pixels
GeoWall2:  OptIPuter JuxtaView Software for Viewing  High Resolution Images on Tiled Displays 40 Million Pixel Display NCMIR Lab UCSD Source: David Lee, Jason Leigh Display Driven by a 20-node Sun Opteron Visualization Cluster
Earth and Planetary Sciences are  an OptIPuter Large Data Object Visualization Driver EVL Varrier Autostereo 3D Image  USGS 30 MPixel Portable Tiled Display  SIO HIVE 3 MPixel Panoram  Schwehr. K., C. Nishimura, C.L. Johnson, D. Kilb, and A. Nayak, "Visualization Tools Facilitate Geological Investigations of Mars Exploration Rover Landing Sites", IS&T/SPIE Electronic Imaging Proceedings, in press, 2005
[object Object],[object Object],[object Object],[object Object],USArray on the GeoWall 2
Tiled Displays Allow for Both Global Context and High Levels of Detail— 150 MPixel Rover Image on 40 MPixel OptIPuter Visualization Node Display "Source: Data from JPL/Mica; Display UCSD NCMIR, David Lee"
Interactively Zooming In Using EVL’s JuxtaView  on NCMIR’s Sun Microsystems Visualization Node "Source: Data from JPL/Mica; Display UCSD NCMIR, David Lee"
Highest Resolution Zoom on NCMIR 40 MPixel OptIPuter Display Node "Source: Data from JPL/Mica; Display UCSD NCMIR, David Lee"
The UIC Electronic Visualization Lab is Prototyping  the LambdaTable Version of the Tiled Display "Source: Data from JPL/Mica; Display UIC EVL, Luc Renambot, Nicholas Schwarz"
Desktop 18 MPixel Interactive Displays Using SIO’s OptIPuter IBM Visualization Node "Source: Data from JPL Rover Team--Spirit Landing Site; Display UCSD SIO, Atul Nayak"
OptIPuter is Prototyping The PC of 2010 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Source: Jason Leigh, Tom DeFanti, EVL@UIC OptIPuter Co-PIs
Scalable Adaptive Graphics Environment (SAGE) Required for Working in Display-Rich Environments AccessGrid Live video feeds Information Must Be Able To Flexibly Move Around The Wall Source: Jason Leigh, UIC Remote laptop High-resolution maps 3D surface rendering Volume Rendering Remote sensing
LambdaRAM:  Clustered Memory To Provide Low Latency Access To Large Remote Data Sets ,[object Object],[object Object],[object Object],[object Object],[object Object],all 8-14 none all 8-14 1-7 Displayed region Visualization of the Pre-Fetch Algorithm none Data on Disk in Amsterdam Local Wall Source: David Lee, Jason Leigh
OptIPuter Software Architecture A Service-Oriented Architecture (SOA) Distributed Applications/ Web Services Telescience Vol-a-Tile SAGE JuxtaView Visualization  Data Services LambdaRAM PIN/PDC GTP XCP UDT LambdaStream CEP RBUDP DVC Configuration DVC API DVC Runtime Library Globus XIO DVC Services DVC Core Services DVC Job Scheduling DVC Communication Resource  Identify/Acquire Namespace Management Security Management High Speed Communication Storage Services GRAM GSI RobuStore
Two New Calit2 Buildings  Will Become Collaboration Laboratories ,[object Object],[object Object],[object Object],Bioengineering UC San Diego UC Irvine In 2005 Calit2 will Link Its Two Buildings  via Dedicated Fiber over 75 Miles Using OptIPuter Architecture  to Create a Distributed Collaboration Laboratory Calit2@UCSD Building Is Connected  To Outside With 140 Optical Fibers  Extend to NASA Science Centers
Telepresence Using Uncompressed HDTV Streaming Over IP on Fiber Optics Seattle JGN II Workshop January 2005 Osaka Prof.  Osaka Prof. Aoyama Prof. Smarr
An OptIPuter LambdaVision  Collaboration Room as Imagined By 2006 Source:  Jason Leigh, EVL, UIC Augmented  Reality SHD  Streaming Video 100-Megapixel Tiled Display
Three Classes of  LambdaGrid Applications ,[object Object],[object Object],[object Object],NASA OptIPuter Application Drivers
Earth System Enterprise-Data Lives in  Distributed Active Archive Centers (DAAC)  EOS Aura Satellite Has Been Launched Challenge is How to Evolve to New Technologies SEDAC (0.1 TB) Human Interactions in  Global Change GES DAAC-GSFC (1334 TB) Upper Atmosphere Atmospheric Dynamics, Ocean Color, Global Biosphere, Hydrology, Radiance Data ASDC-LaRC (340 TB) Radiation Budget,Clouds Aerosols, Tropospheric  Chemistry ORNL (1 TB) Biogeochemical Dynamics EOS Land Validation NSIDC (67 TB) Cryosphere Polar Processes LPDAAC-EDC (1143 TB) Land Processes & Features PODAAC-JPL (6 TB) Ocean Circulation Air-Sea Interactions ASF (256 TB) SAR Products Sea Ice Polar Processes GHRC (4TB) Global Hydrology
Cumulative EOSDIS Archive Holdings-- Adding Several TBs per Day Source: Glenn Iona, EOSDIS Element Evolution  Technical Working Group January 6-7, 2005
EOSDIS in 2010: Trends in Data System Development ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Source:Peter Cornillon Graduate School of Oceanography, Univ. of Rhode Island
http://oceancolor.gsfc.nasa.gov/
Challenge: Average Throughput of NASA Data Products  to End User is Only < 50 Megabits/s  Tested from GSFC-ICESAT January 2005 http://ensight.eos.nasa.gov/Missions/icesat/index.shtml
Interactive Retrieval and Hyperwall Display  of Earth Sciences Images Using NLR Earth science data sets created by GSFC's  Scientific Visualization Studio  were retrieved across the NLR in real time from OptIPuter servers in Chicago and San Diego and from GSFC servers in McLean, VA, and displayed at the SC2004 in Pittsburgh  Enables Scientists To Perform Coordinated Studies Of Multiple Remote-Sensing Datasets http://esdcd.gsfc.nasa.gov/LNetphoto3.html Source: Milt Halem & Randall Jones, NASA GSFC & Maxine Brown, UIC EVL Eric Sokolowsky
NASA is Moving Towards   a Service-Oriented Architecture for Earth Sciences Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],www.echo.eos.nasa.gov
NLR GSFC/JPL Applications: Remote Viewing and Manipulation of Large Earth Science Data Sets ,[object Object],[object Object],[object Object],[object Object],[object Object],http://www.ecco-group.org Near-Surface (15-m) Ocean Current Speed from an Eddy-Permitting Integration of the Cubed-Sphere ECCO Ocean Circulation Model.  Research by JPL and MIT. Visualization by C. Henze, Ames.
NLR GSFC/JPL/SIO Application: Integration of Laser and Radar Topographic Data with Land Cover Data ,[object Object],[object Object],[object Object],[object Object],http://icesat.gsfc.nasa.gov http://www2.jpl.nasa.gov/srtm  http://glcf.umiacs.umd.edu/data/modis/vcf Geoscience Laser Altimeter System (GLAS) Shuttle Radar Topography Mission  SRTM Topography ICESat – SRTM Elevations (m)  % Tree Cover Classes MODIS Vegetation Continuous Fields  (Hansen et al., 2003) % Tree Cover % Herbaceous Cover % Bare Cover   ICESat Elevation Profiles 0 3000 meters Elevation Difference Histograms as Function of % Tree Cover
Three Classes of  LambdaGrid Applications ,[object Object],[object Object],[object Object],NASA OptIPuter Application Drivers
Federal Agency Supercomputers   Faster Than 1TeraFLOP Nov 2003 Conclusion: NASA is Underpowered  in High-End Computing  For Its Mission Goddard Ames JPL Data From Top500 List (November 2003) Excluding No-name Agencies From Smarr March 2004 NAC Talk Aggregate Peak Speed
NASA Ames Brings Leadership  to High-End Computing 20 x 512-Processor SGI Altix Single-System Image  Supercomputers = 10,240 Intel IA-64 Processors Estimated #1 or 2 Top500 (Nov. 2004) Project Columbia! 60TF
Increasing Accuracy in Hurricane Forecasts   Real Time Diagnostics in GSFC of Ensemble Runs on ARC Project Columbia Operational Forecast Resolution of National Weather Service Higher Resolution Research Forecast NASA Goddard Using Ames Altix 5.75 Day Forecast of Hurricane Isidore Intense Rain- Bands  4x  Resolution Improvement Source: Bill Putman, Bob Atlas, GFSC NLR   will Remove the InterCenter Networking Bottleneck Project Contacts: Ricky Rood, Bob Atlas, Horace Mitchell, GSFC; Chris Henze, ARC Resolved  Eye Wall
OptIPuter Needed to Couple Analysis of  Model Simulations with Observed Data Sets ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Source:Scott Denning Colorado State University  experiments diagnostic models observing networks predictive models decision support Fully- populated  4-D volumes  model/data fusion
NASA’s Land Information System at SC04 Over NLR   Remote Analysis of Global 1 km x 1 km Assimilated Surface Observations Data Sets were Retrieved from OptIPuter Servers in Chicago, San Diego, & Amsterdam  Remotely Viewing ~ 50 GB per Parameter  Randall Jones http://lis.gsfc.nasa.gov U.S. Surface Evaporation Mexico   Surface Temperature
Next Step: OptIPuter, NLR, and Starlight Enabling Coordinated Earth Observing Program (CEOP) Note Current Throughput 15-45 Mbps: OptIPuter 2005 Goal is ~1-10 Gbps! http://ensight.eos.nasa.gov/Organizations/ceop/index.shtml Accessing 300TB’s of Observational Data in Tokyo and 100TB’s of Model Assimilation Data in MPI in Hamburg -- Analyzing Remote Data Using GRaD-DODS at These Sites Using OptIPuter Technology Over the NLR and Starlight Source: Milt Halem, NASA GSFC SIO
Project Atmospheric Brown Clouds (ABC) --  NLR Linking GSFC and UCSD/SIO ,[object Object],[object Object],[object Object],[object Object],http://www-abc-asia.ucsd.edu The Global Nature of Brown Clouds is Apparent in Analysis of NASA MODIS Data. Research by V. Ramanathan, C. Corrigan, and M. Ramana, SIO Ground Stations Monitor Atmospheric Pollution
Three Classes of  LambdaGrid Applications ,[object Object],[object Object],[object Object],NASA OptIPuter Application Drivers
Creating an Integrated Interactive Information System for Earth Exploration Components of a Future Global System for Earth Observation (Sensor Web) Focus on The Coastal Zone
Grand Challenge: A Total Knowledge Integration System for the Coastal Zone ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Pilot Project Components www.sccoos.org/ www.cocmp.org
ROADNet Architecture:   SensorNets,   Storage Research Broker, Web Services, Work Flow  Kepler Web Services SRB Antelope Frank Vernon, SIO; Tony Fountain, Ilkay Altintas, SDSC
Goal: Integrate All Remote Sensing Data Objects  Over SoCal Coastal Zone in Real Time NASA MODIS Mean Primary Productivity for April 2001 in California Current System Source: Paul M. DiGiacomo, JPL Synthetic Aperture Radar (SAR) Derived High-Resolution Coastal Ocean Winds in Southern California Bight Challenge: Large Data Objects in Distributed Repositories
Use SCCOOS As Prototype  for Coastal Zone Data Assimilation Testbed www.sccoos.org Goal: Link SCCOOS Sites with OptIPuter to Prototype Future LambdaGrid For Ocean and Earth Sciences  Yellow—Proposed Initial OptIPuter Backbone
Use OptIPuter to Couple Data Assimilation Models  to Remote Data Sources and Analysis Regional Ocean Modeling System (ROMS)  http://ourocean.jpl.nasa.gov/
New Instrument Infrastructure:  Gigabit Fibers on the Ocean Floor ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],LOOKING:  ( L aboratory for the  O cean  O bservatory  K nowledge  In tegration  G rid) www.neptune.washington.edu LOOKING-- Integrate Instruments & Sensors (Real Time Data Sources)  Into a LambdaGrid  Computing Environment  With Web Services Interfaces
Goal – From Expedition to Cable Observatories with Streaming Stereo HDTV Robotic Cameras Scenes from  The Aliens of the Deep, Directed by James Cameron & Steven Quale  http://disney.go.com/disneypictures/aliensofthedeep/alienseduguide.pdf
MARS Cable Observatory Testbed –  LOOKING Living Laboratory  Tele-Operated Crawlers Central Lander MARS Installation Oct 2005 -Jan 2006 Source: Jim Bellingham, MBARI
InterPlaNetary Internet—Extending the Interactive Integrated Vision to the Exploration Initiative Source: JPL, Vint Cerf, MCI MarsNet
New Frontier: General Theory of  Such Integrated Networked Systems Source: JPL,  Vint Cerf, MCI

Mais conteúdo relacionado

Mais procurados

The OptIPuter and Its Applications
The OptIPuter and Its ApplicationsThe OptIPuter and Its Applications
The OptIPuter and Its ApplicationsLarry Smarr
 
Blowing up the Box--the Emergence of the Planetary Computer
Blowing up the Box--the Emergence of the Planetary ComputerBlowing up the Box--the Emergence of the Planetary Computer
Blowing up the Box--the Emergence of the Planetary ComputerLarry Smarr
 
Science and Cyberinfrastructure in the Data-Dominated Era
Science and Cyberinfrastructure in the Data-Dominated EraScience and Cyberinfrastructure in the Data-Dominated Era
Science and Cyberinfrastructure in the Data-Dominated EraLarry Smarr
 
Calit2-a Persistent UCSD/UCI Framework for Collaboration
Calit2-a Persistent UCSD/UCI Framework for CollaborationCalit2-a Persistent UCSD/UCI Framework for Collaboration
Calit2-a Persistent UCSD/UCI Framework for CollaborationLarry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesLarry Smarr
 
A Campus-Scale High Performance Cyberinfrastructure is Required for Data-Int...
A Campus-Scale High Performance Cyberinfrastructure is Required for Data-Int...A Campus-Scale High Performance Cyberinfrastructure is Required for Data-Int...
A Campus-Scale High Performance Cyberinfrastructure is Required for Data-Int...Larry Smarr
 
Security Challenges and the Pacific Research Platform
Security Challenges and the Pacific Research PlatformSecurity Challenges and the Pacific Research Platform
Security Challenges and the Pacific Research PlatformLarry Smarr
 
High Resolution Multimedia in a Ultra Bandwidth World
High Resolution Multimedia in a Ultra Bandwidth WorldHigh Resolution Multimedia in a Ultra Bandwidth World
High Resolution Multimedia in a Ultra Bandwidth WorldLarry Smarr
 
Looking Back, Looking Forward NSF CI Funding 1985-2025
Looking Back, Looking Forward NSF CI Funding 1985-2025Looking Back, Looking Forward NSF CI Funding 1985-2025
Looking Back, Looking Forward NSF CI Funding 1985-2025Larry Smarr
 
Global Research Platforms: Past, Present, Future
Global Research Platforms: Past, Present, FutureGlobal Research Platforms: Past, Present, Future
Global Research Platforms: Past, Present, FutureLarry Smarr
 
Genomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living OceanGenomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living OceanLarry Smarr
 
PRP, NRP, GRP & the Path Forward
PRP, NRP, GRP & the Path ForwardPRP, NRP, GRP & the Path Forward
PRP, NRP, GRP & the Path ForwardLarry Smarr
 
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...Larry Smarr
 
Peering The Pacific Research Platform With The Great Plains Network
Peering The Pacific Research Platform With The Great Plains NetworkPeering The Pacific Research Platform With The Great Plains Network
Peering The Pacific Research Platform With The Great Plains NetworkLarry Smarr
 
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...The Pacific Research Platform: Building a Distributed Big Data Machine Learni...
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...Larry Smarr
 
The Pacific Research Platform: a Science-Driven Big-Data Freeway System
The Pacific Research Platform: a Science-Driven Big-Data Freeway SystemThe Pacific Research Platform: a Science-Driven Big-Data Freeway System
The Pacific Research Platform: a Science-Driven Big-Data Freeway SystemLarry Smarr
 
The Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental AwarenessThe Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental AwarenessLarry Smarr
 
Global Cyberinfrastructure to Support e-Research
Global Cyberinfrastructure to Support e-ResearchGlobal Cyberinfrastructure to Support e-Research
Global Cyberinfrastructure to Support e-ResearchLarry Smarr
 
Jerry Sheehan Green Canarie
Jerry Sheehan Green CanarieJerry Sheehan Green Canarie
Jerry Sheehan Green CanarieBill St. Arnaud
 

Mais procurados (20)

Calit2
Calit2Calit2
Calit2
 
The OptIPuter and Its Applications
The OptIPuter and Its ApplicationsThe OptIPuter and Its Applications
The OptIPuter and Its Applications
 
Blowing up the Box--the Emergence of the Planetary Computer
Blowing up the Box--the Emergence of the Planetary ComputerBlowing up the Box--the Emergence of the Planetary Computer
Blowing up the Box--the Emergence of the Planetary Computer
 
Science and Cyberinfrastructure in the Data-Dominated Era
Science and Cyberinfrastructure in the Data-Dominated EraScience and Cyberinfrastructure in the Data-Dominated Era
Science and Cyberinfrastructure in the Data-Dominated Era
 
Calit2-a Persistent UCSD/UCI Framework for Collaboration
Calit2-a Persistent UCSD/UCI Framework for CollaborationCalit2-a Persistent UCSD/UCI Framework for Collaboration
Calit2-a Persistent UCSD/UCI Framework for Collaboration
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 
A Campus-Scale High Performance Cyberinfrastructure is Required for Data-Int...
A Campus-Scale High Performance Cyberinfrastructure is Required for Data-Int...A Campus-Scale High Performance Cyberinfrastructure is Required for Data-Int...
A Campus-Scale High Performance Cyberinfrastructure is Required for Data-Int...
 
Security Challenges and the Pacific Research Platform
Security Challenges and the Pacific Research PlatformSecurity Challenges and the Pacific Research Platform
Security Challenges and the Pacific Research Platform
 
High Resolution Multimedia in a Ultra Bandwidth World
High Resolution Multimedia in a Ultra Bandwidth WorldHigh Resolution Multimedia in a Ultra Bandwidth World
High Resolution Multimedia in a Ultra Bandwidth World
 
Looking Back, Looking Forward NSF CI Funding 1985-2025
Looking Back, Looking Forward NSF CI Funding 1985-2025Looking Back, Looking Forward NSF CI Funding 1985-2025
Looking Back, Looking Forward NSF CI Funding 1985-2025
 
Global Research Platforms: Past, Present, Future
Global Research Platforms: Past, Present, FutureGlobal Research Platforms: Past, Present, Future
Global Research Platforms: Past, Present, Future
 
Genomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living OceanGenomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living Ocean
 
PRP, NRP, GRP & the Path Forward
PRP, NRP, GRP & the Path ForwardPRP, NRP, GRP & the Path Forward
PRP, NRP, GRP & the Path Forward
 
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...
Advanced Global-Scale Networking Supporting Data-Intensive Artificial Intelli...
 
Peering The Pacific Research Platform With The Great Plains Network
Peering The Pacific Research Platform With The Great Plains NetworkPeering The Pacific Research Platform With The Great Plains Network
Peering The Pacific Research Platform With The Great Plains Network
 
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...The Pacific Research Platform: Building a Distributed Big Data Machine Learni...
The Pacific Research Platform: Building a Distributed Big Data Machine Learni...
 
The Pacific Research Platform: a Science-Driven Big-Data Freeway System
The Pacific Research Platform: a Science-Driven Big-Data Freeway SystemThe Pacific Research Platform: a Science-Driven Big-Data Freeway System
The Pacific Research Platform: a Science-Driven Big-Data Freeway System
 
The Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental AwarenessThe Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental Awareness
 
Global Cyberinfrastructure to Support e-Research
Global Cyberinfrastructure to Support e-ResearchGlobal Cyberinfrastructure to Support e-Research
Global Cyberinfrastructure to Support e-Research
 
Jerry Sheehan Green Canarie
Jerry Sheehan Green CanarieJerry Sheehan Green Canarie
Jerry Sheehan Green Canarie
 

Destaque

Towards a World of Ubiquitous Sensors and Actuators
Towards a World of Ubiquitous Sensors and ActuatorsTowards a World of Ubiquitous Sensors and Actuators
Towards a World of Ubiquitous Sensors and ActuatorsLarry Smarr
 
The OptIPlanet Collaboratory
The OptIPlanet CollaboratoryThe OptIPlanet Collaboratory
The OptIPlanet CollaboratoryLarry Smarr
 
The OptIPuter as a Prototype for CalREN-XD
The OptIPuter as a Prototype for CalREN-XDThe OptIPuter as a Prototype for CalREN-XD
The OptIPuter as a Prototype for CalREN-XDLarry Smarr
 
The Strongly Coupled LambdaCloud
The Strongly Coupled LambdaCloudThe Strongly Coupled LambdaCloud
The Strongly Coupled LambdaCloudLarry Smarr
 
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...Larry Smarr
 
OptIPuter Overview
OptIPuter OverviewOptIPuter Overview
OptIPuter OverviewLarry Smarr
 
The Quantified Self: From Idiosyncratic Hobby to an Emerging Growth Industry
The Quantified Self: From Idiosyncratic Hobby to an Emerging Growth IndustryThe Quantified Self: From Idiosyncratic Hobby to an Emerging Growth Industry
The Quantified Self: From Idiosyncratic Hobby to an Emerging Growth IndustryLarry Smarr
 
Discovering the Other 90% of our Human Superorganism
Discovering the Other 90% of our Human SuperorganismDiscovering the Other 90% of our Human Superorganism
Discovering the Other 90% of our Human SuperorganismLarry Smarr
 

Destaque (8)

Towards a World of Ubiquitous Sensors and Actuators
Towards a World of Ubiquitous Sensors and ActuatorsTowards a World of Ubiquitous Sensors and Actuators
Towards a World of Ubiquitous Sensors and Actuators
 
The OptIPlanet Collaboratory
The OptIPlanet CollaboratoryThe OptIPlanet Collaboratory
The OptIPlanet Collaboratory
 
The OptIPuter as a Prototype for CalREN-XD
The OptIPuter as a Prototype for CalREN-XDThe OptIPuter as a Prototype for CalREN-XD
The OptIPuter as a Prototype for CalREN-XD
 
The Strongly Coupled LambdaCloud
The Strongly Coupled LambdaCloudThe Strongly Coupled LambdaCloud
The Strongly Coupled LambdaCloud
 
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
 
OptIPuter Overview
OptIPuter OverviewOptIPuter Overview
OptIPuter Overview
 
The Quantified Self: From Idiosyncratic Hobby to an Emerging Growth Industry
The Quantified Self: From Idiosyncratic Hobby to an Emerging Growth IndustryThe Quantified Self: From Idiosyncratic Hobby to an Emerging Growth Industry
The Quantified Self: From Idiosyncratic Hobby to an Emerging Growth Industry
 
Discovering the Other 90% of our Human Superorganism
Discovering the Other 90% of our Human SuperorganismDiscovering the Other 90% of our Human Superorganism
Discovering the Other 90% of our Human Superorganism
 

Semelhante a LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks and High Resolution Visualizations

The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...Larry Smarr
 
Toward a Global Interactive Earth Observing Cyberinfrastructure
Toward a Global Interactive Earth Observing CyberinfrastructureToward a Global Interactive Earth Observing Cyberinfrastructure
Toward a Global Interactive Earth Observing CyberinfrastructureLarry Smarr
 
The Emerging Cyberinfrastructure for Earth and Ocean Sciences
The Emerging Cyberinfrastructure for Earth and Ocean SciencesThe Emerging Cyberinfrastructure for Earth and Ocean Sciences
The Emerging Cyberinfrastructure for Earth and Ocean SciencesLarry Smarr
 
The OptIPuter Project: From the Grid to the LambdaGrid
The OptIPuter Project: From the Grid to the LambdaGridThe OptIPuter Project: From the Grid to the LambdaGrid
The OptIPuter Project: From the Grid to the LambdaGridLarry Smarr
 
Calit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired InternetCalit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired InternetLarry Smarr
 
How Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchHow Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchLarry Smarr
 
Physics Research in an Era of Global Cyberinfrastructure
Physics Research in an Era of Global CyberinfrastructurePhysics Research in an Era of Global Cyberinfrastructure
Physics Research in an Era of Global CyberinfrastructureLarry Smarr
 
OptIPuter-A High Performance SOA LambdaGrid Enabling Scientific Applications
OptIPuter-A High Performance SOA LambdaGrid Enabling Scientific ApplicationsOptIPuter-A High Performance SOA LambdaGrid Enabling Scientific Applications
OptIPuter-A High Performance SOA LambdaGrid Enabling Scientific ApplicationsLarry Smarr
 
A Mobile Internet Powered by a Planetary Computer
A Mobile Internet Powered by a Planetary ComputerA Mobile Internet Powered by a Planetary Computer
A Mobile Internet Powered by a Planetary ComputerLarry Smarr
 
The Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
The Future of the Internet and its Impact on Digitally Enabled Genomic MedicineThe Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
The Future of the Internet and its Impact on Digitally Enabled Genomic MedicineLarry Smarr
 
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...Larry Smarr
 
Bringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGridBringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGridLarry Smarr
 
How Fiber Optics are Transforming our World
How Fiber Optics are Transforming our WorldHow Fiber Optics are Transforming our World
How Fiber Optics are Transforming our WorldLarry Smarr
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyLarry Smarr
 
Calit2 Projects in Cyberinfrastructure
Calit2 Projects in CyberinfrastructureCalit2 Projects in Cyberinfrastructure
Calit2 Projects in CyberinfrastructureLarry Smarr
 
Why Researchers are Using Advanced Networks
Why Researchers are Using Advanced NetworksWhy Researchers are Using Advanced Networks
Why Researchers are Using Advanced NetworksLarry Smarr
 
How Global-Scale Personal Lighwaves are Transforming Scientific Research
How Global-Scale Personal Lighwaves are Transforming Scientific ResearchHow Global-Scale Personal Lighwaves are Transforming Scientific Research
How Global-Scale Personal Lighwaves are Transforming Scientific ResearchLarry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesLarry Smarr
 
Riding the Light: How Dedicated Optical Circuits are Enabling New Science
Riding the Light: How Dedicated Optical Circuits are Enabling New ScienceRiding the Light: How Dedicated Optical Circuits are Enabling New Science
Riding the Light: How Dedicated Optical Circuits are Enabling New ScienceLarry Smarr
 
High Performance Collaboration – The Jump to Light Speed
High Performance Collaboration – The Jump to Light SpeedHigh Performance Collaboration – The Jump to Light Speed
High Performance Collaboration – The Jump to Light SpeedLarry Smarr
 

Semelhante a LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks and High Resolution Visualizations (20)

The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
 
Toward a Global Interactive Earth Observing Cyberinfrastructure
Toward a Global Interactive Earth Observing CyberinfrastructureToward a Global Interactive Earth Observing Cyberinfrastructure
Toward a Global Interactive Earth Observing Cyberinfrastructure
 
The Emerging Cyberinfrastructure for Earth and Ocean Sciences
The Emerging Cyberinfrastructure for Earth and Ocean SciencesThe Emerging Cyberinfrastructure for Earth and Ocean Sciences
The Emerging Cyberinfrastructure for Earth and Ocean Sciences
 
The OptIPuter Project: From the Grid to the LambdaGrid
The OptIPuter Project: From the Grid to the LambdaGridThe OptIPuter Project: From the Grid to the LambdaGrid
The OptIPuter Project: From the Grid to the LambdaGrid
 
Calit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired InternetCalit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired Internet
 
How Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchHow Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific Research
 
Physics Research in an Era of Global Cyberinfrastructure
Physics Research in an Era of Global CyberinfrastructurePhysics Research in an Era of Global Cyberinfrastructure
Physics Research in an Era of Global Cyberinfrastructure
 
OptIPuter-A High Performance SOA LambdaGrid Enabling Scientific Applications
OptIPuter-A High Performance SOA LambdaGrid Enabling Scientific ApplicationsOptIPuter-A High Performance SOA LambdaGrid Enabling Scientific Applications
OptIPuter-A High Performance SOA LambdaGrid Enabling Scientific Applications
 
A Mobile Internet Powered by a Planetary Computer
A Mobile Internet Powered by a Planetary ComputerA Mobile Internet Powered by a Planetary Computer
A Mobile Internet Powered by a Planetary Computer
 
The Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
The Future of the Internet and its Impact on Digitally Enabled Genomic MedicineThe Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
The Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
 
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
 
Bringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGridBringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGrid
 
How Fiber Optics are Transforming our World
How Fiber Optics are Transforming our WorldHow Fiber Optics are Transforming our World
How Fiber Optics are Transforming our World
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation Economy
 
Calit2 Projects in Cyberinfrastructure
Calit2 Projects in CyberinfrastructureCalit2 Projects in Cyberinfrastructure
Calit2 Projects in Cyberinfrastructure
 
Why Researchers are Using Advanced Networks
Why Researchers are Using Advanced NetworksWhy Researchers are Using Advanced Networks
Why Researchers are Using Advanced Networks
 
How Global-Scale Personal Lighwaves are Transforming Scientific Research
How Global-Scale Personal Lighwaves are Transforming Scientific ResearchHow Global-Scale Personal Lighwaves are Transforming Scientific Research
How Global-Scale Personal Lighwaves are Transforming Scientific Research
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 
Riding the Light: How Dedicated Optical Circuits are Enabling New Science
Riding the Light: How Dedicated Optical Circuits are Enabling New ScienceRiding the Light: How Dedicated Optical Circuits are Enabling New Science
Riding the Light: How Dedicated Optical Circuits are Enabling New Science
 
High Performance Collaboration – The Jump to Light Speed
High Performance Collaboration – The Jump to Light SpeedHigh Performance Collaboration – The Jump to Light Speed
High Performance Collaboration – The Jump to Light Speed
 

Mais de Larry Smarr

My Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 YearsMy Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 YearsLarry Smarr
 
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019Larry Smarr
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsLarry Smarr
 
Global Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated SystemsGlobal Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated SystemsLarry Smarr
 
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
 Wireless FasterData and Distributed Open Compute Opportunities and (some) Us... Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...Larry Smarr
 
Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...Larry Smarr
 
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon MoonThe Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon MoonLarry Smarr
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsLarry Smarr
 
Panel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An OverviewPanel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An OverviewLarry Smarr
 
Panel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical NetworksPanel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical NetworksLarry Smarr
 
Global Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine BrownGlobal Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine BrownLarry Smarr
 
Built around answering questions
Built around answering questionsBuilt around answering questions
Built around answering questionsLarry Smarr
 
Panel: NRP Science Impacts​
Panel: NRP Science Impacts​Panel: NRP Science Impacts​
Panel: NRP Science Impacts​Larry Smarr
 
Democratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish ParasharDemocratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish ParasharLarry Smarr
 
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;Larry Smarr
 
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Larry Smarr
 
Frank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forwardFrank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forwardLarry Smarr
 

Mais de Larry Smarr (20)

My Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 YearsMy Remembrances of Mike Norman Over The Last 45 Years
My Remembrances of Mike Norman Over The Last 45 Years
 
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
Metagenics How Do I Quantify My Body and Try to Improve its Health? June 18 2019
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving Institutions
 
Global Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated SystemsGlobal Network Advancement Group - Next Generation Network-Integrated Systems
Global Network Advancement Group - Next Generation Network-Integrated Systems
 
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
 Wireless FasterData and Distributed Open Compute Opportunities and (some) Us... Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
Wireless FasterData and Distributed Open Compute Opportunities and (some) Us...
 
Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...Panel Discussion: Engaging underrepresented technologists, researchers, and e...
Panel Discussion: Engaging underrepresented technologists, researchers, and e...
 
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon MoonThe Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
The Asia Pacific and Korea Research Platforms: An Overview Jeonghoon Moon
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving Institutions
 
Panel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An OverviewPanel: The Global Research Platform: An Overview
Panel: The Global Research Platform: An Overview
 
Panel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical NetworksPanel: Future Wireless Extensions of Regional Optical Networks
Panel: Future Wireless Extensions of Regional Optical Networks
 
Global Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine BrownGlobal Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine Brown
 
Built around answering questions
Built around answering questionsBuilt around answering questions
Built around answering questions
 
Panel: NRP Science Impacts​
Panel: NRP Science Impacts​Panel: NRP Science Impacts​
Panel: NRP Science Impacts​
 
Democratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish ParasharDemocratizing Science through Cyberinfrastructure - Manish Parashar
Democratizing Science through Cyberinfrastructure - Manish Parashar
 
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
Panel: Building the NRP Ecosystem with the Regional Networks on their Campuses;
 
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
Open Force Field: Scavenging pre-emptible CPU hours* in the age of COVID - Je...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
Panel: Open Infrastructure for an Open Society: OSG, Commercial Clouds, and B...
 
Frank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forwardFrank Würthwein - NRP and the Path forward
Frank Würthwein - NRP and the Path forward
 

Último

Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 

Último (20)

Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 

LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks and High Resolution Visualizations

  • 1. &quot;LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks and High Resolution Visualizations&quot; Invited Talk to the NASA Jet Propulsion Laboratory Pasadena, CA February 4, 2005 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology Harry E. Gruber Professor, Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD Chair, NASA Earth System Science and Applications Advisory Committee
  • 2. Abstract While the Internet and the World Wide Web have become ubiquitous, their shared nature severely limits the bandwidth available to an individual user. However, during the last few years, a radical restructuring of optical networks supporting e-Science projects is beginning to occur around the world. Amazingly, scientists are now able to acquire the technological capability for private 1-10 Gbps light pipes (termed &quot;lambdas&quot;), which create deterministic network connections coming right into their laboratories. Two of the largest research projects on LambdaGrids are the NSF- funded OptIPuter (www.optiputer.net) and its new companion LOOKING (http://lookingtosea.ucsd.edu/), which is prototyping an interactive ocean observatory. The OptIPuter has two regional cores, one in Southern California and one in Chicago, which has now been extended to Amsterdam. One aim of the OptIPuter project is to make interactive visualization of remote gigabyte data objects as easy as the Web makes manipulating megabyte-size data objects today As earth and planetary sciences move toward an interactive global observation capability, a new generation of cyberinfrastructure is required, based on LambdaGrids. LOOKING and OptIPuter are prototyping realtime control of remote instruments, remote visualization or large data objects, metadata searching of federated data repositories, and collaborative analysis of complex simulations and observations. Calit2 is currently expanding its OptIPuter collaboration partners to include the NASA Science centers, JPL, Ames, and Goddard -- coupling ocean and climate supercomputer simulations with global earth satellite repositories and interactive viewing tens of megapixels of Mars Rover scenes.
  • 3. Optical WAN Research Bandwidth Has Grown Much Faster than Supercomputer Speed! Megabit/s Gigabit/s Terabit/s Source: Timothy Lance, President, NYSERNet 1 GFLOP Cray2 60 TFLOP Altix Bandwidth of NYSERNet Research Network Backbones T1 32 10Gb “ Lambdas” Full NLR
  • 4. NLR Will Provide an Experimental Network Infrastructure for U.S. Scientists & Researchers First Light September 2004 “ National LambdaRail” Partnership Serves Very High-End Experimental and Research Applications 4 x 10Gb Wavelengths Initially Capable of 40 x 10Gb wavelengths at Buildout Links Two Dozen State and Regional Optical Networks
  • 5.
  • 6. Global Lambda Integrated Facility (GLIF) Integrated Research Lambda Network Many Countries are Interconnecting Optical Research Networks to form a Global SuperNetwork Visualization courtesy of Bob Patterson, NCSA www.glif.is Created in Reykjavik, Iceland Aug 2003
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12. Expanding the OptIPuter LambdaGrid 1 GE Lambda 10 GE Lambda UCSD StarLight Chicago UIC EVL NU CENIC San Diego GigaPOP CalREN-XD 8 8 NetherLight Amsterdam U Amsterdam NASA Ames NASA Goddard NLR NLR 2 SDSU CICESE via CUDI CENIC/Abilene Shared Network PNWGP Seattle CAVEwave/NLR NASA JPL ISI UCI CENIC Los Angeles GigaPOP 2 2
  • 13. UCSD Campus-Scale Routed OptIPuter with Nodes for Storage, Computation and Visualization
  • 14.
  • 15. GeoWall2: OptIPuter JuxtaView Software for Viewing High Resolution Images on Tiled Displays 40 Million Pixel Display NCMIR Lab UCSD Source: David Lee, Jason Leigh Display Driven by a 20-node Sun Opteron Visualization Cluster
  • 16. Earth and Planetary Sciences are an OptIPuter Large Data Object Visualization Driver EVL Varrier Autostereo 3D Image USGS 30 MPixel Portable Tiled Display SIO HIVE 3 MPixel Panoram Schwehr. K., C. Nishimura, C.L. Johnson, D. Kilb, and A. Nayak, &quot;Visualization Tools Facilitate Geological Investigations of Mars Exploration Rover Landing Sites&quot;, IS&T/SPIE Electronic Imaging Proceedings, in press, 2005
  • 17.
  • 18. Tiled Displays Allow for Both Global Context and High Levels of Detail— 150 MPixel Rover Image on 40 MPixel OptIPuter Visualization Node Display &quot;Source: Data from JPL/Mica; Display UCSD NCMIR, David Lee&quot;
  • 19. Interactively Zooming In Using EVL’s JuxtaView on NCMIR’s Sun Microsystems Visualization Node &quot;Source: Data from JPL/Mica; Display UCSD NCMIR, David Lee&quot;
  • 20. Highest Resolution Zoom on NCMIR 40 MPixel OptIPuter Display Node &quot;Source: Data from JPL/Mica; Display UCSD NCMIR, David Lee&quot;
  • 21. The UIC Electronic Visualization Lab is Prototyping the LambdaTable Version of the Tiled Display &quot;Source: Data from JPL/Mica; Display UIC EVL, Luc Renambot, Nicholas Schwarz&quot;
  • 22. Desktop 18 MPixel Interactive Displays Using SIO’s OptIPuter IBM Visualization Node &quot;Source: Data from JPL Rover Team--Spirit Landing Site; Display UCSD SIO, Atul Nayak&quot;
  • 23.
  • 24. Scalable Adaptive Graphics Environment (SAGE) Required for Working in Display-Rich Environments AccessGrid Live video feeds Information Must Be Able To Flexibly Move Around The Wall Source: Jason Leigh, UIC Remote laptop High-resolution maps 3D surface rendering Volume Rendering Remote sensing
  • 25.
  • 26. OptIPuter Software Architecture A Service-Oriented Architecture (SOA) Distributed Applications/ Web Services Telescience Vol-a-Tile SAGE JuxtaView Visualization Data Services LambdaRAM PIN/PDC GTP XCP UDT LambdaStream CEP RBUDP DVC Configuration DVC API DVC Runtime Library Globus XIO DVC Services DVC Core Services DVC Job Scheduling DVC Communication Resource Identify/Acquire Namespace Management Security Management High Speed Communication Storage Services GRAM GSI RobuStore
  • 27.
  • 28. Telepresence Using Uncompressed HDTV Streaming Over IP on Fiber Optics Seattle JGN II Workshop January 2005 Osaka Prof. Osaka Prof. Aoyama Prof. Smarr
  • 29. An OptIPuter LambdaVision Collaboration Room as Imagined By 2006 Source: Jason Leigh, EVL, UIC Augmented Reality SHD Streaming Video 100-Megapixel Tiled Display
  • 30.
  • 31. Earth System Enterprise-Data Lives in Distributed Active Archive Centers (DAAC) EOS Aura Satellite Has Been Launched Challenge is How to Evolve to New Technologies SEDAC (0.1 TB) Human Interactions in Global Change GES DAAC-GSFC (1334 TB) Upper Atmosphere Atmospheric Dynamics, Ocean Color, Global Biosphere, Hydrology, Radiance Data ASDC-LaRC (340 TB) Radiation Budget,Clouds Aerosols, Tropospheric Chemistry ORNL (1 TB) Biogeochemical Dynamics EOS Land Validation NSIDC (67 TB) Cryosphere Polar Processes LPDAAC-EDC (1143 TB) Land Processes & Features PODAAC-JPL (6 TB) Ocean Circulation Air-Sea Interactions ASF (256 TB) SAR Products Sea Ice Polar Processes GHRC (4TB) Global Hydrology
  • 32. Cumulative EOSDIS Archive Holdings-- Adding Several TBs per Day Source: Glenn Iona, EOSDIS Element Evolution Technical Working Group January 6-7, 2005
  • 33.
  • 35. Challenge: Average Throughput of NASA Data Products to End User is Only < 50 Megabits/s Tested from GSFC-ICESAT January 2005 http://ensight.eos.nasa.gov/Missions/icesat/index.shtml
  • 36. Interactive Retrieval and Hyperwall Display of Earth Sciences Images Using NLR Earth science data sets created by GSFC's Scientific Visualization Studio were retrieved across the NLR in real time from OptIPuter servers in Chicago and San Diego and from GSFC servers in McLean, VA, and displayed at the SC2004 in Pittsburgh Enables Scientists To Perform Coordinated Studies Of Multiple Remote-Sensing Datasets http://esdcd.gsfc.nasa.gov/LNetphoto3.html Source: Milt Halem & Randall Jones, NASA GSFC & Maxine Brown, UIC EVL Eric Sokolowsky
  • 37.
  • 38.
  • 39.
  • 40.
  • 41. Federal Agency Supercomputers Faster Than 1TeraFLOP Nov 2003 Conclusion: NASA is Underpowered in High-End Computing For Its Mission Goddard Ames JPL Data From Top500 List (November 2003) Excluding No-name Agencies From Smarr March 2004 NAC Talk Aggregate Peak Speed
  • 42. NASA Ames Brings Leadership to High-End Computing 20 x 512-Processor SGI Altix Single-System Image Supercomputers = 10,240 Intel IA-64 Processors Estimated #1 or 2 Top500 (Nov. 2004) Project Columbia! 60TF
  • 43. Increasing Accuracy in Hurricane Forecasts Real Time Diagnostics in GSFC of Ensemble Runs on ARC Project Columbia Operational Forecast Resolution of National Weather Service Higher Resolution Research Forecast NASA Goddard Using Ames Altix 5.75 Day Forecast of Hurricane Isidore Intense Rain- Bands 4x Resolution Improvement Source: Bill Putman, Bob Atlas, GFSC NLR will Remove the InterCenter Networking Bottleneck Project Contacts: Ricky Rood, Bob Atlas, Horace Mitchell, GSFC; Chris Henze, ARC Resolved Eye Wall
  • 44.
  • 45. NASA’s Land Information System at SC04 Over NLR Remote Analysis of Global 1 km x 1 km Assimilated Surface Observations Data Sets were Retrieved from OptIPuter Servers in Chicago, San Diego, & Amsterdam Remotely Viewing ~ 50 GB per Parameter Randall Jones http://lis.gsfc.nasa.gov U.S. Surface Evaporation Mexico Surface Temperature
  • 46. Next Step: OptIPuter, NLR, and Starlight Enabling Coordinated Earth Observing Program (CEOP) Note Current Throughput 15-45 Mbps: OptIPuter 2005 Goal is ~1-10 Gbps! http://ensight.eos.nasa.gov/Organizations/ceop/index.shtml Accessing 300TB’s of Observational Data in Tokyo and 100TB’s of Model Assimilation Data in MPI in Hamburg -- Analyzing Remote Data Using GRaD-DODS at These Sites Using OptIPuter Technology Over the NLR and Starlight Source: Milt Halem, NASA GSFC SIO
  • 47.
  • 48.
  • 49. Creating an Integrated Interactive Information System for Earth Exploration Components of a Future Global System for Earth Observation (Sensor Web) Focus on The Coastal Zone
  • 50.
  • 51. ROADNet Architecture: SensorNets, Storage Research Broker, Web Services, Work Flow Kepler Web Services SRB Antelope Frank Vernon, SIO; Tony Fountain, Ilkay Altintas, SDSC
  • 52. Goal: Integrate All Remote Sensing Data Objects Over SoCal Coastal Zone in Real Time NASA MODIS Mean Primary Productivity for April 2001 in California Current System Source: Paul M. DiGiacomo, JPL Synthetic Aperture Radar (SAR) Derived High-Resolution Coastal Ocean Winds in Southern California Bight Challenge: Large Data Objects in Distributed Repositories
  • 53. Use SCCOOS As Prototype for Coastal Zone Data Assimilation Testbed www.sccoos.org Goal: Link SCCOOS Sites with OptIPuter to Prototype Future LambdaGrid For Ocean and Earth Sciences Yellow—Proposed Initial OptIPuter Backbone
  • 54. Use OptIPuter to Couple Data Assimilation Models to Remote Data Sources and Analysis Regional Ocean Modeling System (ROMS) http://ourocean.jpl.nasa.gov/
  • 55.
  • 56. Goal – From Expedition to Cable Observatories with Streaming Stereo HDTV Robotic Cameras Scenes from The Aliens of the Deep, Directed by James Cameron & Steven Quale http://disney.go.com/disneypictures/aliensofthedeep/alienseduguide.pdf
  • 57. MARS Cable Observatory Testbed – LOOKING Living Laboratory Tele-Operated Crawlers Central Lander MARS Installation Oct 2005 -Jan 2006 Source: Jim Bellingham, MBARI
  • 58. InterPlaNetary Internet—Extending the Interactive Integrated Vision to the Exploration Initiative Source: JPL, Vint Cerf, MCI MarsNet
  • 59. New Frontier: General Theory of Such Integrated Networked Systems Source: JPL, Vint Cerf, MCI