SlideShare ist ein Scribd-Unternehmen logo
1 von 30
"Toward a Global Interactive  Earth Observing Cyberinfrastructure" Invited Talk to the 21st International Conference on Interactive Information Processing Systems (IIPS) for Meteorology, Oceanography, and Hydrology Held at the 85th AMS Annual Meeting San Diego, CA January 12, 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
Abstract As the earth sciences move toward an interactive global observation capability, a new generation of cyberinfrastructure is required. 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 must be possible using software agents interacting with web and Grid services. Several prototyping projects are underway, funded by NSF, NASA, and NIH, which are building national to global scale examples of such systems. These are driven by remote observation and simulation of the solid earth, oceans, and atmosphere with a specific focus on the coastal zone and environmental hydrology. I will review several of these projects and describe the cyber-architecture which is emerging.
Evolutionary Stages of an Interactive Earth Sciences Architecture ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
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
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
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  Ensemble Runs With Increased Resolution 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 InterCenter Networking is Bottleneck Resolved  Eye Wall
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
Global Lambda Integrated Facility: Coupled 1-10  Gb/s  Research  Lambdas Predicted Bandwidth, to be Made Available for Scheduled Application  and Middleware Research Experiments by December 2004 Visualization courtesy of Bob Patterson, NCSA www.glif.is Cal-(IT) 2  Sept 2005
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
What is the OptIPuter? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Currently Developing OptIPuter Software  to Coherently Drive 100 MegaPixel Displays ,[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
10GE OptIPuter CAVEWAVE Helped Launch the National LambdaRail  EVL Source: Tom DeFanti, OptIPuter co-PI Next Step:  Coupling  NASA Centers  to NSF OptIPuter
Interactive Retrieval and Hyperwall Display  of Earth Sciences Images on a National Scale 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 Or Simulation Datasets http://esdcd.gsfc.nasa.gov/LNetphoto3.html Source: Milt Halem & Randall Jones, NASA GSFC & Maxine Brown, UIC EVL Eric Sokolowsky
OptIPuter and NLR will Enable  Daily Land Information System Assimilations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Source: Milt Halem, NASA GSFC
U.S. Surface Evaporation Global 1 km x 1 km Assimilated Surface Observations Analysis Remotely Viewing ~ 50 GB per Parameter  Randall Jones 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
Variations of the Earth Surface Temperature Over One Thousand Years Source: Charlie Zender, UCI
Prototyping OptIPuter Technologies  in Support of the IPCC ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Source: Charlie Zender, UCI
Creating an Integrated Interactive Information System for Earth Exploration Components of a Future Global System for Earth Observation (Sensor Web) Focus on Sub-Surface Networks
New OptIPuter Driver: Gigabit Fibers on the Ocean Floor Adding Web Services to LambdaGrids LOOKING (Laboratory for the Ocean Observatory Knowledge Integration Grid) – Integrates Sensors From Canada and Mexico www.neptune.washington.edu (Funded by NSF ITR- John Delaney, UWash, PI)
LOOKING --  Cyberinfrastructure for  Interactive Ocean Observatories ,[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]
LOOKING will Partner with the Southern California Coastal Ocean Observing System ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],www.sccoos.org/
SCCOOS  Pilot Project Components ,[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/
ROADNet Sensor Types ,[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],[object Object]
ROADNet Architecture Kepler Web Services SRB Antelope Frank Vernon, SIO; Tony Fountain, Ilkay Altintas, SDSC
Applying Web Services to  the Interactive Earth Observing Vision Federated System of Ocean Observatory Networks Extending from the Wet Side to a Shore-Based Observatory Control Facilities onto the Internet Connecting to Scientists and Their Virtual Ocean Observatories
MARS New Gen Cable Observatory Testbed - Capturing Real-Time Basic Environmental Data  Tele-Operated Crawlers Central Lander MARS Installation Oct 2005 -Jan 2006 Source: Jim Bellingham, MBARI

Weitere ähnliche Inhalte

Was ist angesagt?

Toward Greener Cyberinfrastructure
Toward Greener CyberinfrastructureToward Greener Cyberinfrastructure
Toward Greener CyberinfrastructureLarry Smarr
 
The Pacific Research Platform: Leading Up to the National Research Platform
The Pacific Research Platform:  Leading Up to the National Research PlatformThe Pacific Research Platform:  Leading Up to the National Research Platform
The Pacific Research Platform: Leading Up to the National Research PlatformLarry Smarr
 
National Federated Compute Platforms: The Pacific Research Platform
National Federated Compute Platforms: The Pacific Research PlatformNational Federated Compute Platforms: The Pacific Research Platform
National Federated Compute Platforms: The Pacific Research PlatformLarry 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
 
High Performance Cyberinfrastructure for Data-Intensive Research
High Performance Cyberinfrastructure for Data-Intensive ResearchHigh Performance Cyberinfrastructure for Data-Intensive Research
High Performance Cyberinfrastructure for Data-Intensive ResearchLarry 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
 
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive Computing
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive ComputingSC21: Larry Smarr on The Rise of Supernetwork Data Intensive Computing
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive ComputingLarry Smarr
 
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...Larry Smarr
 
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...Larry Smarr
 
The Singularity: Toward a Post-Human Reality
The Singularity: Toward a Post-Human RealityThe Singularity: Toward a Post-Human Reality
The Singularity: Toward a Post-Human RealityLarry Smarr
 
The Importance of Large-Scale Computer Science Research Efforts
The Importance of Large-Scale Computer Science Research EffortsThe Importance of Large-Scale Computer Science Research Efforts
The Importance of Large-Scale Computer Science Research EffortsLarry Smarr
 
The Optiputer - Toward a Terabit LAN
The Optiputer - Toward a Terabit LANThe Optiputer - Toward a Terabit LAN
The Optiputer - Toward a Terabit LANLarry Smarr
 
The Emergence of the Digitally Connected World
The Emergence of the Digitally Connected WorldThe Emergence of the Digitally Connected World
The Emergence of the Digitally Connected WorldLarry Smarr
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...Larry Smarr
 
Introduction to Calit2
Introduction to Calit2Introduction to Calit2
Introduction to Calit2Larry Smarr
 
OptIPuter Year Five: From Research to Adoption
OptIPuter Year Five: From Research to AdoptionOptIPuter Year Five: From Research to Adoption
OptIPuter Year Five: From Research to AdoptionLarry Smarr
 
Global Telepresence in Support of Global Public Health
Global Telepresence in Support of Global Public HealthGlobal Telepresence in Support of Global Public Health
Global Telepresence in Support of Global Public HealthLarry Smarr
 
Introduction to the UCSD Division of Calit2
Introduction to the UCSD Division of Calit2Introduction to the UCSD Division of Calit2
Introduction to the UCSD Division of Calit2Larry Smarr
 
NCSA and Telepresence Collaboration
NCSA and Telepresence CollaborationNCSA and Telepresence Collaboration
NCSA and Telepresence CollaborationLarry Smarr
 
What I’ve Learned About “Green”
What I’ve Learned About “Green”What I’ve Learned About “Green”
What I’ve Learned About “Green”Larry Smarr
 

Was ist angesagt? (20)

Toward Greener Cyberinfrastructure
Toward Greener CyberinfrastructureToward Greener Cyberinfrastructure
Toward Greener Cyberinfrastructure
 
The Pacific Research Platform: Leading Up to the National Research Platform
The Pacific Research Platform:  Leading Up to the National Research PlatformThe Pacific Research Platform:  Leading Up to the National Research Platform
The Pacific Research Platform: Leading Up to the National Research Platform
 
National Federated Compute Platforms: The Pacific Research Platform
National Federated Compute Platforms: The Pacific Research PlatformNational Federated Compute Platforms: The Pacific Research Platform
National Federated Compute Platforms: The Pacific Research Platform
 
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
 
High Performance Cyberinfrastructure for Data-Intensive Research
High Performance Cyberinfrastructure for Data-Intensive ResearchHigh Performance Cyberinfrastructure for Data-Intensive Research
High Performance Cyberinfrastructure for Data-Intensive Research
 
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
 
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive Computing
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive ComputingSC21: Larry Smarr on The Rise of Supernetwork Data Intensive Computing
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive Computing
 
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...
 
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
 
The Singularity: Toward a Post-Human Reality
The Singularity: Toward a Post-Human RealityThe Singularity: Toward a Post-Human Reality
The Singularity: Toward a Post-Human Reality
 
The Importance of Large-Scale Computer Science Research Efforts
The Importance of Large-Scale Computer Science Research EffortsThe Importance of Large-Scale Computer Science Research Efforts
The Importance of Large-Scale Computer Science Research Efforts
 
The Optiputer - Toward a Terabit LAN
The Optiputer - Toward a Terabit LANThe Optiputer - Toward a Terabit LAN
The Optiputer - Toward a Terabit LAN
 
The Emergence of the Digitally Connected World
The Emergence of the Digitally Connected WorldThe Emergence of the Digitally Connected World
The Emergence of the Digitally Connected World
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
 
Introduction to Calit2
Introduction to Calit2Introduction to Calit2
Introduction to Calit2
 
OptIPuter Year Five: From Research to Adoption
OptIPuter Year Five: From Research to AdoptionOptIPuter Year Five: From Research to Adoption
OptIPuter Year Five: From Research to Adoption
 
Global Telepresence in Support of Global Public Health
Global Telepresence in Support of Global Public HealthGlobal Telepresence in Support of Global Public Health
Global Telepresence in Support of Global Public Health
 
Introduction to the UCSD Division of Calit2
Introduction to the UCSD Division of Calit2Introduction to the UCSD Division of Calit2
Introduction to the UCSD Division of Calit2
 
NCSA and Telepresence Collaboration
NCSA and Telepresence CollaborationNCSA and Telepresence Collaboration
NCSA and Telepresence Collaboration
 
What I’ve Learned About “Green”
What I’ve Learned About “Green”What I’ve Learned About “Green”
What I’ve Learned About “Green”
 

Andere mochten auch

Calit2 - The First Five Years
Calit2 - The First Five YearsCalit2 - The First Five Years
Calit2 - The First Five YearsLarry Smarr
 
Opportunities for Advanced Technology in Telecommunications
Opportunities for Advanced Technology in TelecommunicationsOpportunities for Advanced Technology in Telecommunications
Opportunities for Advanced Technology in TelecommunicationsLarry Smarr
 
Building an Information Infrastructure to Support Genetic Sciences
Building an Information Infrastructure to Support Genetic SciencesBuilding an Information Infrastructure to Support Genetic Sciences
Building an Information Infrastructure to Support Genetic SciencesLarry 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
 
Attacking the Driver of Increased Stroke, Heart Disease, and Diabetes
Attacking the Driver of Increased Stroke, Heart Disease, and DiabetesAttacking the Driver of Increased Stroke, Heart Disease, and Diabetes
Attacking the Driver of Increased Stroke, Heart Disease, and DiabetesLarry Smarr
 
Will the Quantified Self Movement Disrupt Healthcare?
Will the Quantified Self Movement Disrupt Healthcare?Will the Quantified Self Movement Disrupt Healthcare?
Will the Quantified Self Movement Disrupt Healthcare?Larry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesLarry Smarr
 
Digital Infrastructure in a Carbon-Constrained World
Digital Infrastructure in a Carbon-Constrained WorldDigital Infrastructure in a Carbon-Constrained World
Digital Infrastructure in a Carbon-Constrained WorldLarry Smarr
 
Metagenomics Over Lambdas: Update on the CAMERA Project
Metagenomics Over Lambdas: Update on the CAMERA ProjectMetagenomics Over Lambdas: Update on the CAMERA Project
Metagenomics Over Lambdas: Update on the CAMERA ProjectLarry Smarr
 
The UC California Institutes for Science and Innovation
The UC California Institutes for Science and InnovationThe UC California Institutes for Science and Innovation
The UC California Institutes for Science and InnovationLarry Smarr
 
Digital Infrastructure in a Carbon-Constrained World
Digital Infrastructure in a Carbon-Constrained WorldDigital Infrastructure in a Carbon-Constrained World
Digital Infrastructure in a Carbon-Constrained 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: a SoCal UC Infrastructure for Innovation
Calit2: a SoCal UC Infrastructure for InnovationCalit2: a SoCal UC Infrastructure for Innovation
Calit2: a SoCal UC Infrastructure for InnovationLarry 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
 
Report to the NAC
Report to the NACReport to the NAC
Report to the NACLarry Smarr
 
Limiting Global Climatic Disruption by Revolutionary Change in the Global Ene...
Limiting Global Climatic Disruption by Revolutionary Change in the Global Ene...Limiting Global Climatic Disruption by Revolutionary Change in the Global Ene...
Limiting Global Climatic Disruption by Revolutionary Change in the Global Ene...Larry Smarr
 
The Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeThe Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeLarry Smarr
 
Assay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and BiomesAssay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and BiomesLarry Smarr
 
Living in the Future
Living in the FutureLiving in the Future
Living in the FutureLarry Smarr
 

Andere mochten auch (20)

Calit2 - The First Five Years
Calit2 - The First Five YearsCalit2 - The First Five Years
Calit2 - The First Five Years
 
Opportunities for Advanced Technology in Telecommunications
Opportunities for Advanced Technology in TelecommunicationsOpportunities for Advanced Technology in Telecommunications
Opportunities for Advanced Technology in Telecommunications
 
Building an Information Infrastructure to Support Genetic Sciences
Building an Information Infrastructure to Support Genetic SciencesBuilding an Information Infrastructure to Support Genetic Sciences
Building an Information Infrastructure to Support Genetic Sciences
 
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
 
Attacking the Driver of Increased Stroke, Heart Disease, and Diabetes
Attacking the Driver of Increased Stroke, Heart Disease, and DiabetesAttacking the Driver of Increased Stroke, Heart Disease, and Diabetes
Attacking the Driver of Increased Stroke, Heart Disease, and Diabetes
 
Will the Quantified Self Movement Disrupt Healthcare?
Will the Quantified Self Movement Disrupt Healthcare?Will the Quantified Self Movement Disrupt Healthcare?
Will the Quantified Self Movement Disrupt Healthcare?
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 
Digital Infrastructure in a Carbon-Constrained World
Digital Infrastructure in a Carbon-Constrained WorldDigital Infrastructure in a Carbon-Constrained World
Digital Infrastructure in a Carbon-Constrained World
 
Metagenomics Over Lambdas: Update on the CAMERA Project
Metagenomics Over Lambdas: Update on the CAMERA ProjectMetagenomics Over Lambdas: Update on the CAMERA Project
Metagenomics Over Lambdas: Update on the CAMERA Project
 
What Next?
What Next?What Next?
What Next?
 
The UC California Institutes for Science and Innovation
The UC California Institutes for Science and InnovationThe UC California Institutes for Science and Innovation
The UC California Institutes for Science and Innovation
 
Digital Infrastructure in a Carbon-Constrained World
Digital Infrastructure in a Carbon-Constrained WorldDigital Infrastructure in a Carbon-Constrained World
Digital Infrastructure in a Carbon-Constrained 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: a SoCal UC Infrastructure for Innovation
Calit2: a SoCal UC Infrastructure for InnovationCalit2: a SoCal UC Infrastructure for Innovation
Calit2: a SoCal UC Infrastructure for Innovation
 
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...
 
Report to the NAC
Report to the NACReport to the NAC
Report to the NAC
 
Limiting Global Climatic Disruption by Revolutionary Change in the Global Ene...
Limiting Global Climatic Disruption by Revolutionary Change in the Global Ene...Limiting Global Climatic Disruption by Revolutionary Change in the Global Ene...
Limiting Global Climatic Disruption by Revolutionary Change in the Global Ene...
 
The Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeThe Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate Change
 
Assay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and BiomesAssay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and Biomes
 
Living in the Future
Living in the FutureLiving in the Future
Living in the Future
 

Ähnlich wie Toward a Global Interactive Earth Observing Cyberinfrastructure

LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks a...
LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks a...LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks a...
LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks a...Larry Smarr
 
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...Larry Smarr
 
Ceoa Nov 2005 Final Small
Ceoa Nov 2005 Final SmallCeoa Nov 2005 Final Small
Ceoa Nov 2005 Final SmallLarry Smarr
 
Creating High Performance Lambda Collaboratories
Creating High Performance Lambda CollaboratoriesCreating High Performance Lambda Collaboratories
Creating High Performance Lambda CollaboratoriesLarry Smarr
 
Applying Photonics to User Needs: The Application Challenge
Applying Photonics to User Needs: The Application ChallengeApplying Photonics to User Needs: The Application Challenge
Applying Photonics to User Needs: The Application ChallengeLarry Smarr
 
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...Larry 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
 
Bringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGridBringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGridLarry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesLarry Smarr
 
Using OptIPuter Innovations to Enable LambdaGrid Applications
Using OptIPuter Innovations to Enable LambdaGrid ApplicationsUsing OptIPuter Innovations to Enable LambdaGrid Applications
Using OptIPuter Innovations to Enable LambdaGrid ApplicationsLarry Smarr
 
Genomic Research: The Jump to Light Speed
Genomic Research: The Jump to Light SpeedGenomic Research: The Jump to Light Speed
Genomic Research: The Jump to Light SpeedLarry Smarr
 
Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...Larry 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
 
Cyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled ObservatoriesCyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled ObservatoriesLarry 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
 
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
 
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
 
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...Larry 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
 

Ähnlich wie Toward a Global Interactive Earth Observing Cyberinfrastructure (20)

LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks a...
LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks a...LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks a...
LambdaGrids--Earth and Planetary Sciences Driving High Performance Networks a...
 
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...
 
Ceoa Nov 2005 Final Small
Ceoa Nov 2005 Final SmallCeoa Nov 2005 Final Small
Ceoa Nov 2005 Final Small
 
Creating High Performance Lambda Collaboratories
Creating High Performance Lambda CollaboratoriesCreating High Performance Lambda Collaboratories
Creating High Performance Lambda Collaboratories
 
Applying Photonics to User Needs: The Application Challenge
Applying Photonics to User Needs: The Application ChallengeApplying Photonics to User Needs: The Application Challenge
Applying Photonics to User Needs: The Application Challenge
 
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...
 
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
 
Bringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGridBringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGrid
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 
Using OptIPuter Innovations to Enable LambdaGrid Applications
Using OptIPuter Innovations to Enable LambdaGrid ApplicationsUsing OptIPuter Innovations to Enable LambdaGrid Applications
Using OptIPuter Innovations to Enable LambdaGrid Applications
 
Genomic Research: The Jump to Light Speed
Genomic Research: The Jump to Light SpeedGenomic Research: The Jump to Light Speed
Genomic Research: The Jump to Light Speed
 
Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...
 
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...
 
Cyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled ObservatoriesCyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled Observatories
 
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
 
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
 
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...
 
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
The Pacific Research Platform: A Regional-Scale Big Data Analytics Cyberinfra...
 
The Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental AwarenessThe Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental Awareness
 

Mehr von 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
 

Mehr von 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
 

Kürzlich hochgeladen

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
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
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
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
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
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
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
 

Kürzlich hochgeladen (20)

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?
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
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
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.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
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
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
 

Toward a Global Interactive Earth Observing Cyberinfrastructure

  • 1. &quot;Toward a Global Interactive Earth Observing Cyberinfrastructure&quot; Invited Talk to the 21st International Conference on Interactive Information Processing Systems (IIPS) for Meteorology, Oceanography, and Hydrology Held at the 85th AMS Annual Meeting San Diego, CA January 12, 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
  • 2. Abstract As the earth sciences move toward an interactive global observation capability, a new generation of cyberinfrastructure is required. 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 must be possible using software agents interacting with web and Grid services. Several prototyping projects are underway, funded by NSF, NASA, and NIH, which are building national to global scale examples of such systems. These are driven by remote observation and simulation of the solid earth, oceans, and atmosphere with a specific focus on the coastal zone and environmental hydrology. I will review several of these projects and describe the cyber-architecture which is emerging.
  • 3.
  • 4. 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
  • 5. 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
  • 6. 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
  • 7. 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
  • 8. Increasing Accuracy in Hurricane Forecasts Ensemble Runs With Increased Resolution 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 InterCenter Networking is Bottleneck Resolved Eye Wall
  • 9. 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
  • 10. 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
  • 11. Global Lambda Integrated Facility: Coupled 1-10 Gb/s Research Lambdas Predicted Bandwidth, to be Made Available for Scheduled Application and Middleware Research Experiments by December 2004 Visualization courtesy of Bob Patterson, NCSA www.glif.is Cal-(IT) 2 Sept 2005
  • 12.
  • 13.
  • 14.
  • 15. 10GE OptIPuter CAVEWAVE Helped Launch the National LambdaRail EVL Source: Tom DeFanti, OptIPuter co-PI Next Step: Coupling NASA Centers to NSF OptIPuter
  • 16. Interactive Retrieval and Hyperwall Display of Earth Sciences Images on a National Scale 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 Or Simulation Datasets http://esdcd.gsfc.nasa.gov/LNetphoto3.html Source: Milt Halem & Randall Jones, NASA GSFC & Maxine Brown, UIC EVL Eric Sokolowsky
  • 17.
  • 18. U.S. Surface Evaporation Global 1 km x 1 km Assimilated Surface Observations Analysis Remotely Viewing ~ 50 GB per Parameter Randall Jones Mexico Surface Temperature
  • 19. 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
  • 20. Variations of the Earth Surface Temperature Over One Thousand Years Source: Charlie Zender, UCI
  • 21.
  • 22. Creating an Integrated Interactive Information System for Earth Exploration Components of a Future Global System for Earth Observation (Sensor Web) Focus on Sub-Surface Networks
  • 23. New OptIPuter Driver: Gigabit Fibers on the Ocean Floor Adding Web Services to LambdaGrids LOOKING (Laboratory for the Ocean Observatory Knowledge Integration Grid) – Integrates Sensors From Canada and Mexico www.neptune.washington.edu (Funded by NSF ITR- John Delaney, UWash, PI)
  • 24.
  • 25.
  • 26.
  • 27.
  • 28. ROADNet Architecture Kepler Web Services SRB Antelope Frank Vernon, SIO; Tony Fountain, Ilkay Altintas, SDSC
  • 29. Applying Web Services to the Interactive Earth Observing Vision Federated System of Ocean Observatory Networks Extending from the Wet Side to a Shore-Based Observatory Control Facilities onto the Internet Connecting to Scientists and Their Virtual Ocean Observatories
  • 30. MARS New Gen Cable Observatory Testbed - Capturing Real-Time Basic Environmental Data Tele-Operated Crawlers Central Lander MARS Installation Oct 2005 -Jan 2006 Source: Jim Bellingham, MBARI