SlideShare a Scribd company logo
“ Cyberinfrastructure for  Ocean Cabled Observatories" Invited Talk  NEPTUNE Regional Cabled Ocean Observatory Workshop Seattle, WA November 15, 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
Goal – From Expedition to Cabled 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
A Near Future Metagenomics  Fiber Optic Cable Observatory Source John Delaney, UWash
Adding Web & Grid Services to Optical Channels  to Provide Real Time Control of Ocean Observatories ,[object Object],[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) LOOKING is Driven By  NEPTUNE CI Requirements http://lookingtosea.ucsd.edu/ Making Management  of Gigabit Flows Routine
MARS Cable Observatory Testbed –  LOOKING “Living Laboratory”  Tele-Operated Crawlers Central Lander MARS Installation Oct 2005 -Jan 2006 Source: Jim Bellingham, MBARI
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
Calit2’s Direct Access Core Architecture  Supporting Massive Instrumental Datasets Flat File Server Farm W E B  PORTAL + Web Services Traditional User Response Request Data- Base Farm 10 GigE  Fabric Source: Phil Papadopoulos, SDSC, Calit2 Dedicated Compute Farm (100s of CPUs) TeraGrid: Cyberinfrastructure Backplane (scheduled activities, e.g. all by all comparison) (10000s of CPUs)  Web (other service) Local  Cluster Local Environment Direct Access  Lambda Cnxns Campus Grid OptIPuter Campus Cloud
Looking High Level  LOOKING Service System Architecture Source: Matthew Arrott, Calit2
A National Cyberinfrastructure  is Emerging for Data Intensive Science Source: Guy Almes,  Office of Cyberinfrastructure, NSF Education & Training Data Tools & Services Collaboration & Communication Tools & Services High Performance Computing Tools & Services
Challenge: Average Throughput of NASA Data Products  to End User is < 50 Mbps  Tested October 2005 http://ensight.eos.nasa.gov/Missions/icesat/index.shtml Internet2 Backbone is 10,000 Mbps! Throughput is < 0.5% to End User
Dedicated Optical Channels Makes  High Performance Cyberinfrastructure Possible Parallel Lambdas are Driving Optical Networking  The Way Parallel Processors Drove 1990s Computing ( WDM) Source: Steve Wallach, Chiaro Networks “ Lambdas”
National Lambda Rail (NLR) and TeraGrid Provides  Cyberinfrastructure Backbone for U.S. Researchers San Francisco Pittsburgh Cleveland San Diego Los Angeles Portland Seattle Pensacola Baton Rouge Houston San Antonio Las Cruces / El Paso Phoenix New York City Washington, DC Raleigh Jacksonville Dallas Tulsa Atlanta Kansas City Denver Ogden/ Salt Lake City Boise Albuquerque UC-TeraGrid UIC/NW-Starlight Chicago International  Collaborators NLR 4 x 10Gb Lambdas Initially Capable of 40 x 10Gb wavelengths at Buildout NSF’s TeraGrid Has 4 x 10Gb  Lambda Backbone  Links Two Dozen State and Regional Optical Networks DOE, NSF, & NASA Using NLR
Brain Imaging Collaboration -- UCSD & Osaka Univ.  Using Real-Time Instrument Steering and HDTV Southern California OptIPuter Most Powerful Electron Microscope in the World -- Osaka, Japan Source: Mark Ellisman, UCSD UCSD HDTV
Multiple HD Streams Over Lambdas  Will Radically Transform Global Collaboration U. Washington JGN II Workshop Osaka, Japan Jan 2005 Prof.  Osaka Prof. Aoyama Prof. Smarr Source: U Washington Research Channel Telepresence Using Uncompressed  1.5 Gbps HDTV Streaming Over IP on Fiber Optics-- 75x Home Cable “HDTV” Bandwidth!
[object Object],[object Object],[object Object],Calit2@UCSD Is Connected  to the World at 10Gbps 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   Maxine Brown, Tom DeFanti, Co-Chairs www.igrid2005.org 50 Demonstrations, 20 Counties, 10 Gbps/Demo i Grid  2005
Prototyping Cabled Ocean Observatories Enabling  High Definition Video Exploration of Deep Sea Vents Source John Delaney & Deborah Kelley, UWash Canadian-U.S. Collaboration
The OptIPuter Project –  Linking Global Scale Science Resources to User’s Linux Clusters ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],NIH Biomedical Informatics NSF EarthScope and ORION Research Network
Increasing Data Rate into Lab by 100x,  Requires High Resolution Portals to Global Science Data 650 Mpixel 2-Photon Microscopy  Montage of HeLa Cultured Cancer Cells Green: Actin Red: Microtubles Light Blue: DNA Source: Mark Ellisman, David Lee, Jason Leigh, Tom Deerinck
Campuses Must Provide Fiber Infrastructure  to End-User Laboratories & Large Rotating Data Stores SIO Ocean Supercomputer IBM Storage Cluster 2 Ten Gbps Campus Lambda Raceway Streaming Microscope Source: Phil Papadopoulos, SDSC, Calit2 UCSD Campus  LambdaStore  Architecture Global  LambdaGrid
Tiled Walls Allow for Integration  of Streaming High Resolution Video Calit2@UCI Apple Tiled Display Wall Driven by 25 Dual-Processor G5s 50 Apple 30” Cinema Displays 200 Million Pixels of Viewing Real Estate! Source: Falko Kuester, Calit2@UCI NSF Infrastructure Grant Data—One Foot Resolution  USGS Images of La Jolla, CA HDTV Digital Cameras Digital Cinema
OptIPuter Scalable Adaptive Graphics Environment (SAGE) Allows Integration of HD Streams LambdaCam Used to Capture the Tiled Display on a Web Browser ,[object Object],[object Object],[object Object],[object Object],[object Object],Source: David Lee,  NCMIR, UCSD SAGE Developed Under  Jason Leigh, EVL
Combining Telepresence with  Remote Interactive Analysis of Data Over NLR HDTV Over  Lambda OptIPuter  Visualized  Data SIO/UCSD NASA  Goddard www.calit2.net/articles/article.php?id=660 August 8, 2005 25 Miles Venter Institute

More Related Content

What's hot

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
 
The Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental AwarenessThe Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental Awareness
Larry 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 Applications
Larry Smarr
 
Calit2 Projects in Cyberinfrastructure
Calit2 Projects in CyberinfrastructureCalit2 Projects in Cyberinfrastructure
Calit2 Projects in Cyberinfrastructure
Larry 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 Research
Larry 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 World
Larry 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 World
Larry 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 Computer
Larry 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
 
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
Larry 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 Speed
Larry 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 Speed
Larry Smarr
 
Computer Supported Cooperative Work: Past, Present, and Future Vision
Computer Supported Cooperative Work: Past, Present, and Future VisionComputer Supported Cooperative Work: Past, Present, and Future Vision
Computer Supported Cooperative Work: Past, Present, and Future Vision
Larry Smarr
 
Envisioning the Future
Envisioning the FutureEnvisioning the Future
Envisioning the Future
Larry 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 Research
Larry Smarr
 
High Performance Cyberinfrastructure is Needed to Enable Data-Intensive Scien...
High Performance Cyberinfrastructure is Needed to Enable Data-Intensive Scien...High Performance Cyberinfrastructure is Needed to Enable Data-Intensive Scien...
High Performance Cyberinfrastructure is Needed to Enable Data-Intensive Scien...
Larry Smarr
 
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
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 Cyberinfrastructure
Larry Smarr
 
Why Researchers are Using Advanced Networks
Why Researchers are Using Advanced NetworksWhy Researchers are Using Advanced Networks
Why Researchers are Using Advanced Networks
Larry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
Larry Smarr
 

What's hot (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...
 
The Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental AwarenessThe Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental Awareness
 
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
 
Calit2 Projects in Cyberinfrastructure
Calit2 Projects in CyberinfrastructureCalit2 Projects in Cyberinfrastructure
Calit2 Projects in Cyberinfrastructure
 
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
 
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
 
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
 
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
 
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...
 
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
 
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
 
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
 
Computer Supported Cooperative Work: Past, Present, and Future Vision
Computer Supported Cooperative Work: Past, Present, and Future VisionComputer Supported Cooperative Work: Past, Present, and Future Vision
Computer Supported Cooperative Work: Past, Present, and Future Vision
 
Envisioning the Future
Envisioning the FutureEnvisioning the Future
Envisioning the Future
 
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
 
High Performance Cyberinfrastructure is Needed to Enable Data-Intensive Scien...
High Performance Cyberinfrastructure is Needed to Enable Data-Intensive Scien...High Performance Cyberinfrastructure is Needed to Enable Data-Intensive Scien...
High Performance Cyberinfrastructure is Needed to Enable Data-Intensive Scien...
 
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
 
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
 
Why Researchers are Using Advanced Networks
Why Researchers are Using Advanced NetworksWhy Researchers are Using Advanced Networks
Why Researchers are Using Advanced Networks
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 

Viewers also liked

Living in the Future: The Calit2 Experience
Living in the Future: The Calit2 ExperienceLiving in the Future: The Calit2 Experience
Living in the Future: The Calit2 Experience
Larry Smarr
 
NCSA and Telepresence Collaboration
NCSA and Telepresence CollaborationNCSA and Telepresence Collaboration
NCSA and Telepresence Collaboration
Larry 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 Sciences
Larry Smarr
 
Calit2 – The First Five Years and the Future
Calit2 – The First Five Years and the FutureCalit2 – The First Five Years and the Future
Calit2 – The First Five Years and the Future
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
 
Bringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGridBringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGrid
Larry Smarr
 
Emerging Trends at Calit2
Emerging Trends at Calit2Emerging Trends at Calit2
Emerging Trends at Calit2
Larry 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
 
The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Rev...
The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Rev...The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Rev...
The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Rev...
Larry Smarr
 
High Performance Cyberinfrastructure Enabling Data-Driven Science in the Biom...
High Performance Cyberinfrastructure Enabling Data-Driven Science in the Biom...High Performance Cyberinfrastructure Enabling Data-Driven Science in the Biom...
High Performance Cyberinfrastructure Enabling Data-Driven Science in the Biom...
Larry Smarr
 
Becoming a Quantified Self
Becoming a Quantified SelfBecoming a Quantified Self
Becoming a Quantified Self
Larry 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 Innovation
Larry Smarr
 
High Performance Cyberinfrastructure Enables Data-Driven Science in the Glob...
High Performance Cyberinfrastructure Enables Data-Driven Science in the Glob...High Performance Cyberinfrastructure Enables Data-Driven Science in the Glob...
High Performance Cyberinfrastructure Enables Data-Driven Science in the Glob...
Larry Smarr
 
An End-to-End Campus-Scale High Performance Cyberinfrastructure for Data-Inte...
An End-to-End Campus-Scale High Performance Cyberinfrastructure for Data-Inte...An End-to-End Campus-Scale High Performance Cyberinfrastructure for Data-Inte...
An End-to-End Campus-Scale High Performance Cyberinfrastructure for Data-Inte...
Larry Smarr
 
Using Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of LifeUsing Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of Life
Larry Smarr
 
Jointly Exploring the Frontiers of Engineering Research
Jointly Exploring the Frontiers of Engineering ResearchJointly Exploring the Frontiers of Engineering Research
Jointly Exploring the Frontiers of Engineering Research
Larry Smarr
 
Sequencing Genomics: The New Big Data Driver
Sequencing Genomics:The New Big Data DriverSequencing Genomics:The New Big Data Driver
Sequencing Genomics: The New Big Data Driver
Larry Smarr
 
Using Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of LifeUsing Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of Life
Larry Smarr
 
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
 
21st Century e-Knowledge Requires a High Performance e-Infrastructure
21st Century e-Knowledge Requires a High Performance e-Infrastructure21st Century e-Knowledge Requires a High Performance e-Infrastructure
21st Century e-Knowledge Requires a High Performance e-Infrastructure
Larry Smarr
 

Viewers also liked (20)

Living in the Future: The Calit2 Experience
Living in the Future: The Calit2 ExperienceLiving in the Future: The Calit2 Experience
Living in the Future: The Calit2 Experience
 
NCSA and Telepresence Collaboration
NCSA and Telepresence CollaborationNCSA and Telepresence Collaboration
NCSA and Telepresence Collaboration
 
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
 
Calit2 – The First Five Years and the Future
Calit2 – The First Five Years and the FutureCalit2 – The First Five Years and the Future
Calit2 – The First Five Years and the Future
 
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...
 
Bringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGridBringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGrid
 
Emerging Trends at Calit2
Emerging Trends at Calit2Emerging Trends at Calit2
Emerging Trends at Calit2
 
What I’ve Learned About “Green”
What I’ve Learned About “Green”What I’ve Learned About “Green”
What I’ve Learned About “Green”
 
The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Rev...
The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Rev...The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Rev...
The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Rev...
 
High Performance Cyberinfrastructure Enabling Data-Driven Science in the Biom...
High Performance Cyberinfrastructure Enabling Data-Driven Science in the Biom...High Performance Cyberinfrastructure Enabling Data-Driven Science in the Biom...
High Performance Cyberinfrastructure Enabling Data-Driven Science in the Biom...
 
Becoming a Quantified Self
Becoming a Quantified SelfBecoming a Quantified Self
Becoming a Quantified Self
 
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
 
High Performance Cyberinfrastructure Enables Data-Driven Science in the Glob...
High Performance Cyberinfrastructure Enables Data-Driven Science in the Glob...High Performance Cyberinfrastructure Enables Data-Driven Science in the Glob...
High Performance Cyberinfrastructure Enables Data-Driven Science in the Glob...
 
An End-to-End Campus-Scale High Performance Cyberinfrastructure for Data-Inte...
An End-to-End Campus-Scale High Performance Cyberinfrastructure for Data-Inte...An End-to-End Campus-Scale High Performance Cyberinfrastructure for Data-Inte...
An End-to-End Campus-Scale High Performance Cyberinfrastructure for Data-Inte...
 
Using Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of LifeUsing Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of Life
 
Jointly Exploring the Frontiers of Engineering Research
Jointly Exploring the Frontiers of Engineering ResearchJointly Exploring the Frontiers of Engineering Research
Jointly Exploring the Frontiers of Engineering Research
 
Sequencing Genomics: The New Big Data Driver
Sequencing Genomics:The New Big Data DriverSequencing Genomics:The New Big Data Driver
Sequencing Genomics: The New Big Data Driver
 
Using Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of LifeUsing Supercomputers and Supernetworks to Explore the Ocean of Life
Using Supercomputers and Supernetworks to Explore the Ocean of Life
 
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...
 
21st Century e-Knowledge Requires a High Performance e-Infrastructure
21st Century e-Knowledge Requires a High Performance e-Infrastructure21st Century e-Knowledge Requires a High Performance e-Infrastructure
21st Century e-Knowledge Requires a High Performance e-Infrastructure
 

Similar to Cyberinfrastructure for Ocean Cabled Observatories

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
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
 
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
Larry 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 Ocean
Larry Smarr
 
Calit2
Calit2Calit2
Calit2
Larry 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 LambdaGrid
Larry 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 Applications
Larry 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 Speed
Larry 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 Science
Larry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
Larry Smarr
 
Jerry Sheehan Green Canarie
Jerry Sheehan Green CanarieJerry Sheehan Green Canarie
Jerry Sheehan Green CanarieBill St. Arnaud
 
Bringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGridBringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGrid
Larry Smarr
 
OptIPuter Overview
OptIPuter OverviewOptIPuter Overview
OptIPuter Overview
Larry Smarr
 
Building a Community Cyberinfrastructure to Support Marine Microbial Ecology ...
Building a Community Cyberinfrastructure to Support Marine Microbial Ecology ...Building a Community Cyberinfrastructure to Support Marine Microbial Ecology ...
Building a Community Cyberinfrastructure to Support Marine Microbial Ecology ...
Larry Smarr
 

Similar to Cyberinfrastructure for Ocean Cabled Observatories (14)

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
 
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...
 
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
 
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
 
Calit2
Calit2Calit2
Calit2
 
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
 
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
 
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
 
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
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 
Jerry Sheehan Green Canarie
Jerry Sheehan Green CanarieJerry Sheehan Green Canarie
Jerry Sheehan Green Canarie
 
Bringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGridBringing Mexico Into the Global LambdaGrid
Bringing Mexico Into the Global LambdaGrid
 
OptIPuter Overview
OptIPuter OverviewOptIPuter Overview
OptIPuter Overview
 
Building a Community Cyberinfrastructure to Support Marine Microbial Ecology ...
Building a Community Cyberinfrastructure to Support Marine Microbial Ecology ...Building a Community Cyberinfrastructure to Support Marine Microbial Ecology ...
Building a Community Cyberinfrastructure to Support Marine Microbial Ecology ...
 

More from 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 Years
Larry 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 2019
Larry Smarr
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving Institutions
Larry 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 Systems
Larry 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 Moon
Larry Smarr
 
Panel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving InstitutionsPanel: Reaching More Minority Serving Institutions
Panel: Reaching More Minority Serving Institutions
Larry 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 Overview
Larry 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 Networks
Larry Smarr
 
Global Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine BrownGlobal Research Platform Workshops - Maxine Brown
Global Research Platform Workshops - Maxine Brown
Larry Smarr
 
Built around answering questions
Built around answering questionsBuilt around answering questions
Built around answering questions
Larry 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 Parashar
Larry 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 forward
Larry Smarr
 

More from 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
 

Recently uploaded

IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptxIOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
Abida Shariff
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
Product School
 
ODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User GroupODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User Group
CatarinaPereira64715
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
DanBrown980551
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Thierry Lestable
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 
Connector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a buttonConnector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a button
DianaGray10
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
Paul Groth
 
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
Product School
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance
 
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Jeffrey Haguewood
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
Product School
 
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdfSmart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
91mobiles
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
Sri Ambati
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Tobias Schneck
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
Elena Simperl
 

Recently uploaded (20)

IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptxIOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
 
ODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User GroupODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User Group
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
Connector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a buttonConnector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a button
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
 
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
 
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
 
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdfSmart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
 

Cyberinfrastructure for Ocean Cabled Observatories

  • 1. “ Cyberinfrastructure for Ocean Cabled Observatories&quot; Invited Talk NEPTUNE Regional Cabled Ocean Observatory Workshop Seattle, WA November 15, 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. Goal – From Expedition to Cabled 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
  • 3. A Near Future Metagenomics Fiber Optic Cable Observatory Source John Delaney, UWash
  • 4.
  • 5. MARS Cable Observatory Testbed – LOOKING “Living Laboratory” Tele-Operated Crawlers Central Lander MARS Installation Oct 2005 -Jan 2006 Source: Jim Bellingham, MBARI
  • 6.
  • 7. ROADNet Architecture: SensorNets, Storage Research Broker, Web Services, Work Flow Kepler Web Services SRB Antelope Frank Vernon, SIO; Tony Fountain, Ilkay Altintas, SDSC
  • 8. Calit2’s Direct Access Core Architecture Supporting Massive Instrumental Datasets Flat File Server Farm W E B PORTAL + Web Services Traditional User Response Request Data- Base Farm 10 GigE Fabric Source: Phil Papadopoulos, SDSC, Calit2 Dedicated Compute Farm (100s of CPUs) TeraGrid: Cyberinfrastructure Backplane (scheduled activities, e.g. all by all comparison) (10000s of CPUs) Web (other service) Local Cluster Local Environment Direct Access Lambda Cnxns Campus Grid OptIPuter Campus Cloud
  • 9. Looking High Level LOOKING Service System Architecture Source: Matthew Arrott, Calit2
  • 10. A National Cyberinfrastructure is Emerging for Data Intensive Science Source: Guy Almes, Office of Cyberinfrastructure, NSF Education & Training Data Tools & Services Collaboration & Communication Tools & Services High Performance Computing Tools & Services
  • 11. Challenge: Average Throughput of NASA Data Products to End User is < 50 Mbps Tested October 2005 http://ensight.eos.nasa.gov/Missions/icesat/index.shtml Internet2 Backbone is 10,000 Mbps! Throughput is < 0.5% to End User
  • 12. Dedicated Optical Channels Makes High Performance Cyberinfrastructure Possible Parallel Lambdas are Driving Optical Networking The Way Parallel Processors Drove 1990s Computing ( WDM) Source: Steve Wallach, Chiaro Networks “ Lambdas”
  • 13. National Lambda Rail (NLR) and TeraGrid Provides Cyberinfrastructure Backbone for U.S. Researchers San Francisco Pittsburgh Cleveland San Diego Los Angeles Portland Seattle Pensacola Baton Rouge Houston San Antonio Las Cruces / El Paso Phoenix New York City Washington, DC Raleigh Jacksonville Dallas Tulsa Atlanta Kansas City Denver Ogden/ Salt Lake City Boise Albuquerque UC-TeraGrid UIC/NW-Starlight Chicago International Collaborators NLR 4 x 10Gb Lambdas Initially Capable of 40 x 10Gb wavelengths at Buildout NSF’s TeraGrid Has 4 x 10Gb Lambda Backbone Links Two Dozen State and Regional Optical Networks DOE, NSF, & NASA Using NLR
  • 14. Brain Imaging Collaboration -- UCSD & Osaka Univ. Using Real-Time Instrument Steering and HDTV Southern California OptIPuter Most Powerful Electron Microscope in the World -- Osaka, Japan Source: Mark Ellisman, UCSD UCSD HDTV
  • 15. Multiple HD Streams Over Lambdas Will Radically Transform Global Collaboration U. Washington JGN II Workshop Osaka, Japan Jan 2005 Prof. Osaka Prof. Aoyama Prof. Smarr Source: U Washington Research Channel Telepresence Using Uncompressed 1.5 Gbps HDTV Streaming Over IP on Fiber Optics-- 75x Home Cable “HDTV” Bandwidth!
  • 16.
  • 17. Prototyping Cabled Ocean Observatories Enabling High Definition Video Exploration of Deep Sea Vents Source John Delaney & Deborah Kelley, UWash Canadian-U.S. Collaboration
  • 18.
  • 19. Increasing Data Rate into Lab by 100x, Requires High Resolution Portals to Global Science Data 650 Mpixel 2-Photon Microscopy Montage of HeLa Cultured Cancer Cells Green: Actin Red: Microtubles Light Blue: DNA Source: Mark Ellisman, David Lee, Jason Leigh, Tom Deerinck
  • 20. Campuses Must Provide Fiber Infrastructure to End-User Laboratories & Large Rotating Data Stores SIO Ocean Supercomputer IBM Storage Cluster 2 Ten Gbps Campus Lambda Raceway Streaming Microscope Source: Phil Papadopoulos, SDSC, Calit2 UCSD Campus LambdaStore Architecture Global LambdaGrid
  • 21. Tiled Walls Allow for Integration of Streaming High Resolution Video Calit2@UCI Apple Tiled Display Wall Driven by 25 Dual-Processor G5s 50 Apple 30” Cinema Displays 200 Million Pixels of Viewing Real Estate! Source: Falko Kuester, Calit2@UCI NSF Infrastructure Grant Data—One Foot Resolution USGS Images of La Jolla, CA HDTV Digital Cameras Digital Cinema
  • 22.
  • 23. Combining Telepresence with Remote Interactive Analysis of Data Over NLR HDTV Over Lambda OptIPuter Visualized Data SIO/UCSD NASA Goddard www.calit2.net/articles/article.php?id=660 August 8, 2005 25 Miles Venter Institute

Editor's Notes

  1. Accomplishment Instrument to OptIPuter resources data distribution architecture