SlideShare a Scribd company logo
High Resolution Multimedia in  a Ultra Bandwidth World After Dinner Talk  IEEE ISM2005 Irvine, CA December 13, 2005 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technologies Harry E. Gruber Professor,  Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD
Dedicated Optical Channels Makes  High Performance Cyberinfrastructure Possible Parallel Lambdas are Driving Optical Networking  The Way Parallel Processors Drove 1990s Computing 10 Gbps per User ~ 200x  Shared Internet Throughput ( 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
The OptIPuter -- From the Grid to the LambdaGrid: High Resolution Portals to Global Science Data Green: Purkinje Cells Red: Glial Cells Light Blue: Nuclear DNA Source: Mark Ellisman, David Lee, Jason Leigh 300 MPixel Image! Calit2 (UCSD, UCI) and UIC Lead Campuses—Larry Smarr PI Partners: SDSC, USC, SDSU, NW, TA&M, UvA, SARA, KISTI, AIST

Recommended for you

Envisioning the Future
Envisioning the FutureEnvisioning the Future
Envisioning the Future

05.04.14 Invited Talk UCSD CONNECT 2005 Life Sciences & High-Tech Financial Forum Title: Envisioning the Future San Diego, CA

ucsdsmarrcalit2
Terabit Applications: What Are They, What is Needed to Enable Them?
Terabit Applications: What Are They, What is Needed to Enable Them?Terabit Applications: What Are They, What is Needed to Enable Them?
Terabit Applications: What Are They, What is Needed to Enable Them?

07.02.28 3rd Annual ON*VECTOR Terabit LAN Workshop Title: Terabit Applications: What Are They, What is Needed to Enable Them? La Jolla, CA

calit2smarron*vector
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

05.10.13 Invited Talk Oak Ridge National Laboratory Title: Blowing up the Box--the Emergence of the Planetary Computer Oak Ridge, TN

smarrcalit2oak ridge national laboratory
Scalable Displays Allow Both  Global Content and Fine Detail Source: Mark Ellisman, David Lee, Jason Leigh 30 MPixel SunScreen Display Driven by a 20-node Sun Opteron Visualization Cluster
Allows for Interactive Zooming  from Cerebellum to Individual Neurons Source: Mark Ellisman, David Lee, Jason Leigh
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
Realizing the Dream: 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

Recommended for you

Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories

06.11.16 Presentation NCSA Booth Supercomputing 2006 Title: Cyberinfrastructure to Support Ocean Observatories Tampa, FL

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

05.04.21 Banquet Talk Motorola SABA Meeting 2005 Title: A Mobile Internet Powered by a Planetary Computer San Diego, CA

smarrcalit2motorola
OptIPlanet Collaboratory
OptIPlanet CollaboratoryOptIPlanet Collaboratory
OptIPlanet Collaboratory

08.02.20 Invited Talk 7th Annual ON*VECTOR International Photonics Workshop Calit2@UCSD Title: OptIPlanet Collaboratory La Jolla, CA

optiplanetphotonicscalit2
OptIPuter Scalable Adaptive Graphics Environment (SAGE) Allows Integration of HD Streams LambdaCam Used to Capture the Tiled Display on a Web Browser HD Video from BIRN Trailer Macro View of Montage Data Micro View of Montage Data Live Streaming Video of the RTS-2000 Microscope HD Video from the RTS Microscope Room Source: David Lee,  NCMIR, UCSD SAGE Developed Under  Jason Leigh, EVL
Combining Telepresence with Remote Interactive Analysis of Earth Sciences Data Over NLR HDTV Over  Lambda OptIPuter  Visualized  Data SIO/UCSD NASA  Goddard http://www.calit2.net/articles/article.php?id=660 August 8, 2005
Two New Calit2 Buildings Will Provide  Major New Laboratories to Their Campuses New Laboratory Facilities Nanotech, BioMEMS, Chips, Radio, Photonics, Grid, Data, Applications Virtual Reality, Digital Cinema, HDTV, Synthesis Over 1000 Researchers in Two Buildings Linked via Dedicated Optical Networks International Conferences and Testbeds UC Irvine www.calit2.net UC San Diego Richard C. Atkinson Hall Dedication Oct. 28, 2005
Toward an Interactive Gigapixel Display Scalable Adaptive Graphics Environment (SAGE) Controls: 100 Megapixels Display  55-Panel 1/4 TeraFLOP  Driven by 30-Node Cluster of 64-bit Dual Opterons 1/3 Terabit/sec I/O 30 x 10GE interfaces Linked to OptIPuter 1/8 TB RAM 60 TB Disk Source: Jason Leigh, Tom DeFanti, EVL@UIC OptIPuter Co-PIs NSF LambdaVision MRI@UIC Calit2 is Building a LambdaVision Wall in Each of the UCI & UCSD  Buildings

Recommended for you

Surfing the Exponential for Forty Years
Surfing the Exponential for Forty YearsSurfing the Exponential for Forty Years
Surfing the Exponential for Forty Years

09.03.30 Invited Talk San Diego Science Festival Patrick Henry High School Title: Surfing the Exponential for Forty Years San Diego, CA

science festivalsmarrcalit2
Collaborations Between Calit2, SIO, and the Venter Institute-a Beginning
Collaborations Between Calit2, SIO, and the Venter Institute-a BeginningCollaborations Between Calit2, SIO, and the Venter Institute-a Beginning
Collaborations Between Calit2, SIO, and the Venter Institute-a Beginning

05.11.29 Talk to the UCSD Representative Assembly Title: Collaborations Between Calit2, SIO, and the Venter Institute-a Beginning La Jolla, CA

ucsdventer institutesmarr
The OptIPuter and Its Applications
The OptIPuter and Its ApplicationsThe OptIPuter and Its Applications
The OptIPuter and Its Applications

06.07.26 Invited Talk Cyberinfrastructure for Humanities, Arts, and Social Sciences, A Summer Institute, SDSC Title: The OptIPuter and Its Applications La Jolla, CA

sdscsmarrcalit2
Calit2 @ UCI Has  the Largest Tiled Display Wall--HIPerWall 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
Displaying Images from Electron Microscope Zeiss Scanning Electron Microscope in Calit2@ UCI
Zooming In
Bug Eye

Recommended for you

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

10.02.09 Panel on Computer Supported Cooperative Work 9th Annual ON*VECTOR International Photonics Workshop Title: Computer Supported Cooperative Work: Past, Present, and Future Vision La Jolla, CA

calit2lambdastelepresence
Supercomputers and Supernetworks are Transforming Research
Supercomputers and Supernetworks are Transforming ResearchSupercomputers and Supernetworks are Transforming Research
Supercomputers and Supernetworks are Transforming Research

09.03.25 Invited Talk Computing Research that Changed the World: Reflections and Perspectives Title: Supercomputers and Supernetworks are Transforming Research Washington, DC

smarrsupercomputercalit2
Making Sense of Information Through Planetary Scale Computing
Making Sense of Information Through Planetary Scale ComputingMaking Sense of Information Through Planetary Scale Computing
Making Sense of Information Through Planetary Scale Computing

Larry Smarr discusses how planetary-scale computing and high-speed networks enable data-intensive research through optical portals. This infrastructure allows remote visualization and analysis of large datasets across multiple sites in real-time. Examples include viewing microbial genomes, cosmological simulations, and remote instrument control. The infrastructure also aims to reduce carbon emissions through more efficient computing.

smarrcalit2planetary scale computing
The OptIPuter Enabled Collaboratory: Remote Researchers Jointly Exploring Complex Data OptIPuter will Connect Falko Kuester’s  Calit2@UCI  200M-Pixel Wall and  the 30M-Pixel Display at UCSD Ellisman’s BIRN Laboratories With Shared Fast Deep Storage “ SunScreen” Run by Sun Opteron Cluster UCI UCSD
To a LambdaGrid, a Supercomputer is  Just Another High Performance Data Generator 512 3  AMR or 1024 3  Unigrid  8-64 Times Mass Resolution Can Simulate First Galaxies One GigaZone Run: Output ~10 TeraByte  “ Snapshot” is 100 GB Must Visually Analyze Remotely from End User Lab Source: Mike Norman, UCSD SDSC Blue Horizon (2004) 1024 3  Unigrid “ Cosmic Simulator”  with a Billion Zone and Gigaparticle Resolution
AMR Cosmological Simulations Generate 4kx4k Images  and Needs Interactive Zooming Capability Source: Michael Norman, UCSD
AMR Simulation of Protostellar Disk Formation  in Turbulent Molecular Clouds Dynamic Range=10 5 Kritsuk, Padoan & Norman (in prep) SDSC IBM Power4 DataStar Tightly Coupled,  Balanced Architectures  Needed!

Recommended for you

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

07.03.22 Distinguished Lecturer Technology for a Changing World Series Baskin School of Engineering, UCSC Title: How Global-Scale Personal Lighwaves are Transforming Scientific Research Santa Cruz, CA

technologycalit2smarr
The OptIPuter as a Prototype for CalREN-XD
The OptIPuter as a Prototype for CalREN-XDThe OptIPuter as a Prototype for CalREN-XD
The OptIPuter as a Prototype for CalREN-XD

05.07.29 Briefing to the CalREN-XD Subcommittee CENIC Board Title: The OptIPuter as a Prototype for CalREN-XD San Diego, CA

smarrcalit2calren-xd
Calit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired InternetCalit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired Internet

06.01.23 Invited Talk to the National Research Council's Computer Science and Telecommunications Board Title: Calit2: a View Into the Future of the Wired and Unwired Internet La Jolla, CA

smarrcalit2telecommunications
Metagenomics “Extreme Assembly”  Requires Large Amount of Pixel Real Estate Source: Karin Remington J. Craig Venter Institute Prochlorococcus Microbacterium Burkholderia Rhodobacter SAR-86 unknown unknown
High Resolution Aerial Photography Generates Images With 10,000 Times More Data than Landsat7 Shane DeGross, Telesis USGS Landsat7 Imagery 100 Foot Resolution Draped on elevation data New USGS Aerial Imagery At 1-Foot Resolution ~10x10 square miles of 350 US Cities  2.5 Billion Pixel Images Per City!
Multi-Gigapixel Images are Available  from Film Scanners Today The Gigapxl Project http://gigapxl.org Balboa Park, San Diego Multi-GigaPixel Image
Large Image with Enormous Detail Require Interactive LambdaVision Systems One Square Inch Shot From 100 Yards The OptIPuter Project Has Obtained Some of these Images for UCI HIPerWall http://gigapxl.org

Recommended for you

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...

The document discusses two projects, OptIPuter and LOOKING, that aim to analyze large earth data sets using optical networking and grid technologies. OptIPuter extends grid middleware to dedicated optical circuits for earth and medical sciences. LOOKING builds on OptIPuter to provide real-time control of ocean observatories through web and grid services integrated over optical networks. Both projects represent efforts to develop cyberinfrastructure for interactive analysis of remote earth science data and instruments.

geonsmarrcalit2
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...

11.12.12 Seminar Presentation Princeton Institute for Computational Science and Engineering (PICSciE) Princeton University Title: A Campus-Scale High Performance Cyberinfrastructure is Required for Data-Intensive Research Princeton, NJ

picsciesmarrcyberinfrastructure
A Gigabit in Every Home—The Emergence of True Broadband
A Gigabit in Every Home—The Emergence of True BroadbandA Gigabit in Every Home—The Emergence of True Broadband
A Gigabit in Every Home—The Emergence of True Broadband

06.03.22 Keynote Speech FirstMile.US Spring 2006 Conference Title: A Gigabit in Every Home—The Emergence of True Broadband La Jolla, CA

broadbandsmarrcalit2

More Related Content

What's hot

Calit2
Calit2Calit2
Calit2
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
 
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
 
Envisioning the Future
Envisioning the FutureEnvisioning the Future
Envisioning the Future
Larry Smarr
 
Terabit Applications: What Are They, What is Needed to Enable Them?
Terabit Applications: What Are They, What is Needed to Enable Them?Terabit Applications: What Are They, What is Needed to Enable Them?
Terabit Applications: What Are They, What is Needed to Enable Them?
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 Computer
Larry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
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
 
OptIPlanet Collaboratory
OptIPlanet CollaboratoryOptIPlanet Collaboratory
OptIPlanet Collaboratory
Larry Smarr
 
Surfing the Exponential for Forty Years
Surfing the Exponential for Forty YearsSurfing the Exponential for Forty Years
Surfing the Exponential for Forty Years
Larry Smarr
 
Collaborations Between Calit2, SIO, and the Venter Institute-a Beginning
Collaborations Between Calit2, SIO, and the Venter Institute-a BeginningCollaborations Between Calit2, SIO, and the Venter Institute-a Beginning
Collaborations Between Calit2, SIO, and the Venter Institute-a Beginning
Larry Smarr
 
The OptIPuter and Its Applications
The OptIPuter and Its ApplicationsThe OptIPuter and Its Applications
The OptIPuter and Its Applications
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
 
Supercomputers and Supernetworks are Transforming Research
Supercomputers and Supernetworks are Transforming ResearchSupercomputers and Supernetworks are Transforming Research
Supercomputers and Supernetworks are Transforming Research
Larry Smarr
 
Making Sense of Information Through Planetary Scale Computing
Making Sense of Information Through Planetary Scale ComputingMaking Sense of Information Through Planetary Scale Computing
Making Sense of Information Through Planetary Scale Computing
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
 
The OptIPuter as a Prototype for CalREN-XD
The OptIPuter as a Prototype for CalREN-XDThe OptIPuter as a Prototype for CalREN-XD
The OptIPuter as a Prototype for CalREN-XD
Larry Smarr
 
Calit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired InternetCalit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired Internet
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
 
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
 

What's hot (20)

Calit2
Calit2Calit2
Calit2
 
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
 
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
 
Envisioning the Future
Envisioning the FutureEnvisioning the Future
Envisioning the Future
 
Terabit Applications: What Are They, What is Needed to Enable Them?
Terabit Applications: What Are They, What is Needed to Enable Them?Terabit Applications: What Are They, What is Needed to Enable Them?
Terabit Applications: What Are They, What is Needed to Enable Them?
 
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
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 
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
 
OptIPlanet Collaboratory
OptIPlanet CollaboratoryOptIPlanet Collaboratory
OptIPlanet Collaboratory
 
Surfing the Exponential for Forty Years
Surfing the Exponential for Forty YearsSurfing the Exponential for Forty Years
Surfing the Exponential for Forty Years
 
Collaborations Between Calit2, SIO, and the Venter Institute-a Beginning
Collaborations Between Calit2, SIO, and the Venter Institute-a BeginningCollaborations Between Calit2, SIO, and the Venter Institute-a Beginning
Collaborations Between Calit2, SIO, and the Venter Institute-a Beginning
 
The OptIPuter and Its Applications
The OptIPuter and Its ApplicationsThe OptIPuter and Its Applications
The OptIPuter and Its Applications
 
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
 
Supercomputers and Supernetworks are Transforming Research
Supercomputers and Supernetworks are Transforming ResearchSupercomputers and Supernetworks are Transforming Research
Supercomputers and Supernetworks are Transforming Research
 
Making Sense of Information Through Planetary Scale Computing
Making Sense of Information Through Planetary Scale ComputingMaking Sense of Information Through Planetary Scale Computing
Making Sense of Information Through Planetary Scale Computing
 
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
 
The OptIPuter as a Prototype for CalREN-XD
The OptIPuter as a Prototype for CalREN-XDThe OptIPuter as a Prototype for CalREN-XD
The OptIPuter as a Prototype for CalREN-XD
 
Calit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired InternetCalit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired Internet
 
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...
 
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...
 

Viewers also liked

A Gigabit in Every Home—The Emergence of True Broadband
A Gigabit in Every Home—The Emergence of True BroadbandA Gigabit in Every Home—The Emergence of True Broadband
A Gigabit in Every Home—The Emergence of True Broadband
Larry Smarr
 
Calit2 Projects in Cyberinfrastructure
Calit2 Projects in CyberinfrastructureCalit2 Projects in Cyberinfrastructure
Calit2 Projects in Cyberinfrastructure
Larry Smarr
 
Briefing to External Relations Staff
Briefing to External Relations StaffBriefing to External Relations Staff
Briefing to External Relations Staff
Larry Smarr
 
From Digitally Enabled Genomic Medicine to Personalized Healthcare
From Digitally Enabled Genomic Medicineto Personalized HealthcareFrom Digitally Enabled Genomic Medicineto Personalized Healthcare
From Digitally Enabled Genomic Medicine to Personalized Healthcare
Larry Smarr
 
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
Larry Smarr
 
The Missing Link: Dedicated End-to-End 10Gbps Optical Lightpaths for Clusters...
The Missing Link: Dedicated End-to-End 10Gbps Optical Lightpaths for Clusters...The Missing Link: Dedicated End-to-End 10Gbps Optical Lightpaths for Clusters...
The Missing Link: Dedicated End-to-End 10Gbps Optical Lightpaths for Clusters...
Larry Smarr
 
Calit2 - CSE's Living Laboratory for Applications
Calit2 - CSE's Living Laboratory for ApplicationsCalit2 - CSE's Living Laboratory for Applications
Calit2 - CSE's Living Laboratory for Applications
Larry Smarr
 
Creating High Performance Lambda Collaboratories
Creating High Performance Lambda CollaboratoriesCreating High Performance Lambda Collaboratories
Creating High Performance Lambda Collaboratories
Larry Smarr
 
Becoming a Quantified Self
Becoming a Quantified SelfBecoming a Quantified Self
Becoming a Quantified Self
Larry Smarr
 
Shrinking the Planet—How Dedicated Optical Networks are Transforming Computat...
Shrinking the Planet—How Dedicated Optical Networks are Transforming Computat...Shrinking the Planet—How Dedicated Optical Networks are Transforming Computat...
Shrinking the Planet—How Dedicated Optical Networks are Transforming Computat...
Larry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
Larry Smarr
 
Towards GigaPixel Displays
Towards GigaPixel DisplaysTowards GigaPixel Displays
Towards GigaPixel Displays
Larry Smarr
 
Living in a World of Nanobioinfotechnology
Living in a World of NanobioinfotechnologyLiving in a World of Nanobioinfotechnology
Living in a World of Nanobioinfotechnology
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
 
Excursions into Blended Reality
Excursions into Blended RealityExcursions into Blended Reality
Excursions into Blended Reality
Larry Smarr
 
Engaging the Private Sector: UCSD Division of Calit2
Engaging the Private Sector:UCSD Division of Calit2Engaging the Private Sector:UCSD Division of Calit2
Engaging the Private Sector: UCSD Division of Calit2
Larry 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 Project
Larry Smarr
 
Be Your Own Health Detective
Be Your Own Health DetectiveBe Your Own Health Detective
Be Your Own Health Detective
Larry 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 Efforts
Larry Smarr
 
Bringing Mexico Into Global Borderless Innovation
Bringing Mexico Into Global Borderless InnovationBringing Mexico Into Global Borderless Innovation
Bringing Mexico Into Global Borderless Innovation
Larry Smarr
 

Viewers also liked (20)

A Gigabit in Every Home—The Emergence of True Broadband
A Gigabit in Every Home—The Emergence of True BroadbandA Gigabit in Every Home—The Emergence of True Broadband
A Gigabit in Every Home—The Emergence of True Broadband
 
Calit2 Projects in Cyberinfrastructure
Calit2 Projects in CyberinfrastructureCalit2 Projects in Cyberinfrastructure
Calit2 Projects in Cyberinfrastructure
 
Briefing to External Relations Staff
Briefing to External Relations StaffBriefing to External Relations Staff
Briefing to External Relations Staff
 
From Digitally Enabled Genomic Medicine to Personalized Healthcare
From Digitally Enabled Genomic Medicineto Personalized HealthcareFrom Digitally Enabled Genomic Medicineto Personalized Healthcare
From Digitally Enabled Genomic Medicine to Personalized Healthcare
 
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
Towards Digitally Enabled Genomic Medicine: with a Personal Illustration of C...
 
The Missing Link: Dedicated End-to-End 10Gbps Optical Lightpaths for Clusters...
The Missing Link: Dedicated End-to-End 10Gbps Optical Lightpaths for Clusters...The Missing Link: Dedicated End-to-End 10Gbps Optical Lightpaths for Clusters...
The Missing Link: Dedicated End-to-End 10Gbps Optical Lightpaths for Clusters...
 
Calit2 - CSE's Living Laboratory for Applications
Calit2 - CSE's Living Laboratory for ApplicationsCalit2 - CSE's Living Laboratory for Applications
Calit2 - CSE's Living Laboratory for Applications
 
Creating High Performance Lambda Collaboratories
Creating High Performance Lambda CollaboratoriesCreating High Performance Lambda Collaboratories
Creating High Performance Lambda Collaboratories
 
Becoming a Quantified Self
Becoming a Quantified SelfBecoming a Quantified Self
Becoming a Quantified Self
 
Shrinking the Planet—How Dedicated Optical Networks are Transforming Computat...
Shrinking the Planet—How Dedicated Optical Networks are Transforming Computat...Shrinking the Planet—How Dedicated Optical Networks are Transforming Computat...
Shrinking the Planet—How Dedicated Optical Networks are Transforming Computat...
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 
Towards GigaPixel Displays
Towards GigaPixel DisplaysTowards GigaPixel Displays
Towards GigaPixel Displays
 
Living in a World of Nanobioinfotechnology
Living in a World of NanobioinfotechnologyLiving in a World of Nanobioinfotechnology
Living in a World of Nanobioinfotechnology
 
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 ...
 
Excursions into Blended Reality
Excursions into Blended RealityExcursions into Blended Reality
Excursions into Blended Reality
 
Engaging the Private Sector: UCSD Division of Calit2
Engaging the Private Sector:UCSD Division of Calit2Engaging the Private Sector:UCSD Division of Calit2
Engaging the Private Sector: UCSD Division of Calit2
 
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
 
Be Your Own Health Detective
Be Your Own Health DetectiveBe Your Own Health Detective
Be Your Own Health Detective
 
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
 
Bringing Mexico Into Global Borderless Innovation
Bringing Mexico Into Global Borderless InnovationBringing Mexico Into Global Borderless Innovation
Bringing Mexico Into Global Borderless Innovation
 

Similar to High Resolution Multimedia in a Ultra Bandwidth World

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
 
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
 
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
 
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
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
 
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
 
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
 
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
 
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
 
OptIPuter Overview
OptIPuter OverviewOptIPuter Overview
OptIPuter Overview
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
 
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
 
Jerry Sheehan Green Canarie
Jerry Sheehan Green CanarieJerry Sheehan Green Canarie
Jerry Sheehan Green Canarie
Bill 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
 
High Performance Collaboration
High Performance CollaborationHigh Performance Collaboration
High Performance Collaboration
Larry Smarr
 
OptIPlanet Collaboratory
OptIPlanet CollaboratoryOptIPlanet Collaboratory
OptIPlanet Collaboratory
Larry Smarr
 
Building a Global Collaboration System for Data-Intensive Discovery
Building a Global Collaboration System for Data-Intensive DiscoveryBuilding a Global Collaboration System for Data-Intensive Discovery
Building a Global Collaboration System for Data-Intensive Discovery
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
 

Similar to High Resolution Multimedia in a Ultra Bandwidth World (18)

Why Researchers are Using Advanced Networks
Why Researchers are Using Advanced NetworksWhy Researchers are Using Advanced Networks
Why Researchers are Using Advanced Networks
 
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...
 
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
 
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
 
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
 
The Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
The Future of the Internet and its Impact on Digitally Enabled Genomic MedicineThe Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
The Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
 
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
 
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
 
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
 
OptIPuter Overview
OptIPuter OverviewOptIPuter Overview
OptIPuter Overview
 
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
 
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...
 
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
 
High Performance Collaboration
High Performance CollaborationHigh Performance Collaboration
High Performance Collaboration
 
OptIPlanet Collaboratory
OptIPlanet CollaboratoryOptIPlanet Collaboratory
OptIPlanet Collaboratory
 
Building a Global Collaboration System for Data-Intensive Discovery
Building a Global Collaboration System for Data-Intensive DiscoveryBuilding a Global Collaboration System for Data-Intensive Discovery
Building a Global Collaboration System for Data-Intensive Discovery
 
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
 

More from Larry Smarr

Digital Twins of Physical Reality - Future in Review
Digital Twins of Physical Reality - Future in ReviewDigital Twins of Physical Reality - Future in Review
Digital Twins of Physical Reality - Future in Review
Larry Smarr
 
Larry Smarr’s Prostate Cancer Early Detection and Focal Therapy
Larry Smarr’s Prostate Cancer Early Detection and Focal TherapyLarry Smarr’s Prostate Cancer Early Detection and Focal Therapy
Larry Smarr’s Prostate Cancer Early Detection and Focal Therapy
Larry Smarr
 
The National Research Platform Enables a Growing Diversity of Users and Appl...
The National Research Platform Enables a Growing Diversity of Users and Appl...The National Research Platform Enables a Growing Diversity of Users and Appl...
The National Research Platform Enables a Growing Diversity of Users and Appl...
Larry Smarr
 
The PRP and Its Applications - Nautilus and the National Research Platform
The PRP and Its Applications - Nautilus and the National Research PlatformThe PRP and Its Applications - Nautilus and the National Research Platform
The PRP and Its Applications - Nautilus and the National Research Platform
Larry Smarr
 
The Increasing Use of the National Research Platform by the CSU Campuses
The Increasing Use of the National Research Platform by the CSU CampusesThe Increasing Use of the National Research Platform by the CSU Campuses
The Increasing Use of the National Research Platform by the CSU Campuses
Larry Smarr
 
The Pacific Research Platform Connects to CSU San Bernardino
The Pacific Research Platform Connects to CSU San BernardinoThe Pacific Research Platform Connects to CSU San Bernardino
The Pacific Research Platform Connects to CSU San Bernardino
Larry Smarr
 
The CENIC-Connected Cyberinfrastructure Commons: Enabling AI for Research and...
The CENIC-Connected Cyberinfrastructure Commons:Enabling AI for Research and...The CENIC-Connected Cyberinfrastructure Commons:Enabling AI for Research and...
The CENIC-Connected Cyberinfrastructure Commons: Enabling AI for Research and...
Larry Smarr
 
The Rise of Supernetwork Data Intensive Computing
The Rise of Supernetwork Data Intensive ComputingThe Rise of Supernetwork Data Intensive Computing
The Rise of Supernetwork Data Intensive Computing
Larry Smarr
 
The Pacific Research Platform- a High-Bandwidth Distributed Supercomputer
The Pacific Research Platform-a High-Bandwidth Distributed SupercomputerThe Pacific Research Platform-a High-Bandwidth Distributed Supercomputer
The Pacific Research Platform- a High-Bandwidth Distributed Supercomputer
Larry Smarr
 
Utilizing Nautilus and the National Research Platform for Big Data Research a...
Utilizing Nautilus and the National Research Platformfor Big Data Research a...Utilizing Nautilus and the National Research Platformfor Big Data Research a...
Utilizing Nautilus and the National Research Platform for Big Data Research a...
Larry Smarr
 
Supercomputing from the Desktop Workstation
Supercomputingfrom the Desktop WorkstationSupercomputingfrom the Desktop Workstation
Supercomputing from the Desktop Workstation
Larry Smarr
 
Larry Smarr’s Prostate Cancer Early Detection and Focal Therapy- Focus on Pos...
Larry Smarr’s Prostate CancerEarly Detection and Focal Therapy-Focus on Pos...Larry Smarr’s Prostate CancerEarly Detection and Focal Therapy-Focus on Pos...
Larry Smarr’s Prostate Cancer Early Detection and Focal Therapy- Focus on Pos...
Larry Smarr
 
Getting Started Using the National Research Platform
Getting Started Using the National Research PlatformGetting Started Using the National Research Platform
Getting Started Using the National Research Platform
Larry Smarr
 
Discovering Human Gut Microbiome Dynamics
Discovering Human Gut Microbiome DynamicsDiscovering Human Gut Microbiome Dynamics
Discovering Human Gut Microbiome Dynamics
Larry Smarr
 
From NCSA to the National Research Platform
From NCSA to the National Research PlatformFrom NCSA to the National Research Platform
From NCSA to the National Research Platform
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
 

More from Larry Smarr (20)

Digital Twins of Physical Reality - Future in Review
Digital Twins of Physical Reality - Future in ReviewDigital Twins of Physical Reality - Future in Review
Digital Twins of Physical Reality - Future in Review
 
Larry Smarr’s Prostate Cancer Early Detection and Focal Therapy
Larry Smarr’s Prostate Cancer Early Detection and Focal TherapyLarry Smarr’s Prostate Cancer Early Detection and Focal Therapy
Larry Smarr’s Prostate Cancer Early Detection and Focal Therapy
 
The National Research Platform Enables a Growing Diversity of Users and Appl...
The National Research Platform Enables a Growing Diversity of Users and Appl...The National Research Platform Enables a Growing Diversity of Users and Appl...
The National Research Platform Enables a Growing Diversity of Users and Appl...
 
The PRP and Its Applications - Nautilus and the National Research Platform
The PRP and Its Applications - Nautilus and the National Research PlatformThe PRP and Its Applications - Nautilus and the National Research Platform
The PRP and Its Applications - Nautilus and the National Research Platform
 
The Increasing Use of the National Research Platform by the CSU Campuses
The Increasing Use of the National Research Platform by the CSU CampusesThe Increasing Use of the National Research Platform by the CSU Campuses
The Increasing Use of the National Research Platform by the CSU Campuses
 
The Pacific Research Platform Connects to CSU San Bernardino
The Pacific Research Platform Connects to CSU San BernardinoThe Pacific Research Platform Connects to CSU San Bernardino
The Pacific Research Platform Connects to CSU San Bernardino
 
The CENIC-Connected Cyberinfrastructure Commons: Enabling AI for Research and...
The CENIC-Connected Cyberinfrastructure Commons:Enabling AI for Research and...The CENIC-Connected Cyberinfrastructure Commons:Enabling AI for Research and...
The CENIC-Connected Cyberinfrastructure Commons: Enabling AI for Research and...
 
The Rise of Supernetwork Data Intensive Computing
The Rise of Supernetwork Data Intensive ComputingThe Rise of Supernetwork Data Intensive Computing
The Rise of Supernetwork Data Intensive Computing
 
The Pacific Research Platform- a High-Bandwidth Distributed Supercomputer
The Pacific Research Platform-a High-Bandwidth Distributed SupercomputerThe Pacific Research Platform-a High-Bandwidth Distributed Supercomputer
The Pacific Research Platform- a High-Bandwidth Distributed Supercomputer
 
Utilizing Nautilus and the National Research Platform for Big Data Research a...
Utilizing Nautilus and the National Research Platformfor Big Data Research a...Utilizing Nautilus and the National Research Platformfor Big Data Research a...
Utilizing Nautilus and the National Research Platform for Big Data Research a...
 
Supercomputing from the Desktop Workstation
Supercomputingfrom the Desktop WorkstationSupercomputingfrom the Desktop Workstation
Supercomputing from the Desktop Workstation
 
Larry Smarr’s Prostate Cancer Early Detection and Focal Therapy- Focus on Pos...
Larry Smarr’s Prostate CancerEarly Detection and Focal Therapy-Focus on Pos...Larry Smarr’s Prostate CancerEarly Detection and Focal Therapy-Focus on Pos...
Larry Smarr’s Prostate Cancer Early Detection and Focal Therapy- Focus on Pos...
 
Getting Started Using the National Research Platform
Getting Started Using the National Research PlatformGetting Started Using the National Research Platform
Getting Started Using the National Research Platform
 
Discovering Human Gut Microbiome Dynamics
Discovering Human Gut Microbiome DynamicsDiscovering Human Gut Microbiome Dynamics
Discovering Human Gut Microbiome Dynamics
 
From NCSA to the National Research Platform
From NCSA to the National Research PlatformFrom NCSA to the National Research Platform
From NCSA to the National Research Platform
 
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...
 

Recently uploaded

Quality Patents: Patents That Stand the Test of Time
Quality Patents: Patents That Stand the Test of TimeQuality Patents: Patents That Stand the Test of Time
Quality Patents: Patents That Stand the Test of Time
Aurora Consulting
 
Observability For You and Me with OpenTelemetry
Observability For You and Me with OpenTelemetryObservability For You and Me with OpenTelemetry
Observability For You and Me with OpenTelemetry
Eric D. Schabell
 
Comparison Table of DiskWarrior Alternatives.pdf
Comparison Table of DiskWarrior Alternatives.pdfComparison Table of DiskWarrior Alternatives.pdf
Comparison Table of DiskWarrior Alternatives.pdf
Andrey Yasko
 
Pigging Solutions Sustainability brochure.pdf
Pigging Solutions Sustainability brochure.pdfPigging Solutions Sustainability brochure.pdf
Pigging Solutions Sustainability brochure.pdf
Pigging Solutions
 
Best Programming Language for Civil Engineers
Best Programming Language for Civil EngineersBest Programming Language for Civil Engineers
Best Programming Language for Civil Engineers
Awais Yaseen
 
INDIAN AIR FORCE FIGHTER PLANES LIST.pdf
INDIAN AIR FORCE FIGHTER PLANES LIST.pdfINDIAN AIR FORCE FIGHTER PLANES LIST.pdf
INDIAN AIR FORCE FIGHTER PLANES LIST.pdf
jackson110191
 
Cookies program to display the information though cookie creation
Cookies program to display the information though cookie creationCookies program to display the information though cookie creation
Cookies program to display the information though cookie creation
shanthidl1
 
find out more about the role of autonomous vehicles in facing global challenges
find out more about the role of autonomous vehicles in facing global challengesfind out more about the role of autonomous vehicles in facing global challenges
find out more about the role of autonomous vehicles in facing global challenges
huseindihon
 
20240702 QFM021 Machine Intelligence Reading List June 2024
20240702 QFM021 Machine Intelligence Reading List June 202420240702 QFM021 Machine Intelligence Reading List June 2024
20240702 QFM021 Machine Intelligence Reading List June 2024
Matthew Sinclair
 
How RPA Help in the Transportation and Logistics Industry.pptx
How RPA Help in the Transportation and Logistics Industry.pptxHow RPA Help in the Transportation and Logistics Industry.pptx
How RPA Help in the Transportation and Logistics Industry.pptx
SynapseIndia
 
DealBook of Ukraine: 2024 edition
DealBook of Ukraine: 2024 editionDealBook of Ukraine: 2024 edition
DealBook of Ukraine: 2024 edition
Yevgen Sysoyev
 
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-InTrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
TrustArc
 
UiPath Community Day Kraków: Devs4Devs Conference
UiPath Community Day Kraków: Devs4Devs ConferenceUiPath Community Day Kraków: Devs4Devs Conference
UiPath Community Day Kraków: Devs4Devs Conference
UiPathCommunity
 
Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...
Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...
Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...
Chris Swan
 
Choose our Linux Web Hosting for a seamless and successful online presence
Choose our Linux Web Hosting for a seamless and successful online presenceChoose our Linux Web Hosting for a seamless and successful online presence
Choose our Linux Web Hosting for a seamless and successful online presence
rajancomputerfbd
 
Password Rotation in 2024 is still Relevant
Password Rotation in 2024 is still RelevantPassword Rotation in 2024 is still Relevant
Password Rotation in 2024 is still Relevant
Bert Blevins
 
20240704 QFM023 Engineering Leadership Reading List June 2024
20240704 QFM023 Engineering Leadership Reading List June 202420240704 QFM023 Engineering Leadership Reading List June 2024
20240704 QFM023 Engineering Leadership Reading List June 2024
Matthew Sinclair
 
How to Build a Profitable IoT Product.pptx
How to Build a Profitable IoT Product.pptxHow to Build a Profitable IoT Product.pptx
How to Build a Profitable IoT Product.pptx
Adam Dunkels
 
How Social Media Hackers Help You to See Your Wife's Message.pdf
How Social Media Hackers Help You to See Your Wife's Message.pdfHow Social Media Hackers Help You to See Your Wife's Message.pdf
How Social Media Hackers Help You to See Your Wife's Message.pdf
HackersList
 
論文紹介:A Systematic Survey of Prompt Engineering on Vision-Language Foundation ...
論文紹介:A Systematic Survey of Prompt Engineering on Vision-Language Foundation ...論文紹介:A Systematic Survey of Prompt Engineering on Vision-Language Foundation ...
論文紹介:A Systematic Survey of Prompt Engineering on Vision-Language Foundation ...
Toru Tamaki
 

Recently uploaded (20)

Quality Patents: Patents That Stand the Test of Time
Quality Patents: Patents That Stand the Test of TimeQuality Patents: Patents That Stand the Test of Time
Quality Patents: Patents That Stand the Test of Time
 
Observability For You and Me with OpenTelemetry
Observability For You and Me with OpenTelemetryObservability For You and Me with OpenTelemetry
Observability For You and Me with OpenTelemetry
 
Comparison Table of DiskWarrior Alternatives.pdf
Comparison Table of DiskWarrior Alternatives.pdfComparison Table of DiskWarrior Alternatives.pdf
Comparison Table of DiskWarrior Alternatives.pdf
 
Pigging Solutions Sustainability brochure.pdf
Pigging Solutions Sustainability brochure.pdfPigging Solutions Sustainability brochure.pdf
Pigging Solutions Sustainability brochure.pdf
 
Best Programming Language for Civil Engineers
Best Programming Language for Civil EngineersBest Programming Language for Civil Engineers
Best Programming Language for Civil Engineers
 
INDIAN AIR FORCE FIGHTER PLANES LIST.pdf
INDIAN AIR FORCE FIGHTER PLANES LIST.pdfINDIAN AIR FORCE FIGHTER PLANES LIST.pdf
INDIAN AIR FORCE FIGHTER PLANES LIST.pdf
 
Cookies program to display the information though cookie creation
Cookies program to display the information though cookie creationCookies program to display the information though cookie creation
Cookies program to display the information though cookie creation
 
find out more about the role of autonomous vehicles in facing global challenges
find out more about the role of autonomous vehicles in facing global challengesfind out more about the role of autonomous vehicles in facing global challenges
find out more about the role of autonomous vehicles in facing global challenges
 
20240702 QFM021 Machine Intelligence Reading List June 2024
20240702 QFM021 Machine Intelligence Reading List June 202420240702 QFM021 Machine Intelligence Reading List June 2024
20240702 QFM021 Machine Intelligence Reading List June 2024
 
How RPA Help in the Transportation and Logistics Industry.pptx
How RPA Help in the Transportation and Logistics Industry.pptxHow RPA Help in the Transportation and Logistics Industry.pptx
How RPA Help in the Transportation and Logistics Industry.pptx
 
DealBook of Ukraine: 2024 edition
DealBook of Ukraine: 2024 editionDealBook of Ukraine: 2024 edition
DealBook of Ukraine: 2024 edition
 
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-InTrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-In
 
UiPath Community Day Kraków: Devs4Devs Conference
UiPath Community Day Kraków: Devs4Devs ConferenceUiPath Community Day Kraków: Devs4Devs Conference
UiPath Community Day Kraków: Devs4Devs Conference
 
Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...
Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...
Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...
 
Choose our Linux Web Hosting for a seamless and successful online presence
Choose our Linux Web Hosting for a seamless and successful online presenceChoose our Linux Web Hosting for a seamless and successful online presence
Choose our Linux Web Hosting for a seamless and successful online presence
 
Password Rotation in 2024 is still Relevant
Password Rotation in 2024 is still RelevantPassword Rotation in 2024 is still Relevant
Password Rotation in 2024 is still Relevant
 
20240704 QFM023 Engineering Leadership Reading List June 2024
20240704 QFM023 Engineering Leadership Reading List June 202420240704 QFM023 Engineering Leadership Reading List June 2024
20240704 QFM023 Engineering Leadership Reading List June 2024
 
How to Build a Profitable IoT Product.pptx
How to Build a Profitable IoT Product.pptxHow to Build a Profitable IoT Product.pptx
How to Build a Profitable IoT Product.pptx
 
How Social Media Hackers Help You to See Your Wife's Message.pdf
How Social Media Hackers Help You to See Your Wife's Message.pdfHow Social Media Hackers Help You to See Your Wife's Message.pdf
How Social Media Hackers Help You to See Your Wife's Message.pdf
 
論文紹介:A Systematic Survey of Prompt Engineering on Vision-Language Foundation ...
論文紹介:A Systematic Survey of Prompt Engineering on Vision-Language Foundation ...論文紹介:A Systematic Survey of Prompt Engineering on Vision-Language Foundation ...
論文紹介:A Systematic Survey of Prompt Engineering on Vision-Language Foundation ...
 

High Resolution Multimedia in a Ultra Bandwidth World

  • 1. High Resolution Multimedia in a Ultra Bandwidth World After Dinner Talk IEEE ISM2005 Irvine, CA December 13, 2005 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technologies Harry E. Gruber Professor, Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD
  • 2. Dedicated Optical Channels Makes High Performance Cyberinfrastructure Possible Parallel Lambdas are Driving Optical Networking The Way Parallel Processors Drove 1990s Computing 10 Gbps per User ~ 200x Shared Internet Throughput ( WDM) Source: Steve Wallach, Chiaro Networks “ Lambdas”
  • 3. 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
  • 4. The OptIPuter -- From the Grid to the LambdaGrid: High Resolution Portals to Global Science Data Green: Purkinje Cells Red: Glial Cells Light Blue: Nuclear DNA Source: Mark Ellisman, David Lee, Jason Leigh 300 MPixel Image! Calit2 (UCSD, UCI) and UIC Lead Campuses—Larry Smarr PI Partners: SDSC, USC, SDSU, NW, TA&M, UvA, SARA, KISTI, AIST
  • 5. Scalable Displays Allow Both Global Content and Fine Detail Source: Mark Ellisman, David Lee, Jason Leigh 30 MPixel SunScreen Display Driven by a 20-node Sun Opteron Visualization Cluster
  • 6. Allows for Interactive Zooming from Cerebellum to Individual Neurons Source: Mark Ellisman, David Lee, Jason Leigh
  • 7. 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
  • 8. Realizing the Dream: 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
  • 9. OptIPuter Scalable Adaptive Graphics Environment (SAGE) Allows Integration of HD Streams LambdaCam Used to Capture the Tiled Display on a Web Browser HD Video from BIRN Trailer Macro View of Montage Data Micro View of Montage Data Live Streaming Video of the RTS-2000 Microscope HD Video from the RTS Microscope Room Source: David Lee, NCMIR, UCSD SAGE Developed Under Jason Leigh, EVL
  • 10. Combining Telepresence with Remote Interactive Analysis of Earth Sciences Data Over NLR HDTV Over Lambda OptIPuter Visualized Data SIO/UCSD NASA Goddard http://www.calit2.net/articles/article.php?id=660 August 8, 2005
  • 11. Two New Calit2 Buildings Will Provide Major New Laboratories to Their Campuses New Laboratory Facilities Nanotech, BioMEMS, Chips, Radio, Photonics, Grid, Data, Applications Virtual Reality, Digital Cinema, HDTV, Synthesis Over 1000 Researchers in Two Buildings Linked via Dedicated Optical Networks International Conferences and Testbeds UC Irvine www.calit2.net UC San Diego Richard C. Atkinson Hall Dedication Oct. 28, 2005
  • 12. Toward an Interactive Gigapixel Display Scalable Adaptive Graphics Environment (SAGE) Controls: 100 Megapixels Display 55-Panel 1/4 TeraFLOP Driven by 30-Node Cluster of 64-bit Dual Opterons 1/3 Terabit/sec I/O 30 x 10GE interfaces Linked to OptIPuter 1/8 TB RAM 60 TB Disk Source: Jason Leigh, Tom DeFanti, EVL@UIC OptIPuter Co-PIs NSF LambdaVision MRI@UIC Calit2 is Building a LambdaVision Wall in Each of the UCI & UCSD Buildings
  • 13. Calit2 @ UCI Has the Largest Tiled Display Wall--HIPerWall 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
  • 14. Displaying Images from Electron Microscope Zeiss Scanning Electron Microscope in Calit2@ UCI
  • 17. The OptIPuter Enabled Collaboratory: Remote Researchers Jointly Exploring Complex Data OptIPuter will Connect Falko Kuester’s Calit2@UCI 200M-Pixel Wall and the 30M-Pixel Display at UCSD Ellisman’s BIRN Laboratories With Shared Fast Deep Storage “ SunScreen” Run by Sun Opteron Cluster UCI UCSD
  • 18. To a LambdaGrid, a Supercomputer is Just Another High Performance Data Generator 512 3 AMR or 1024 3 Unigrid 8-64 Times Mass Resolution Can Simulate First Galaxies One GigaZone Run: Output ~10 TeraByte “ Snapshot” is 100 GB Must Visually Analyze Remotely from End User Lab Source: Mike Norman, UCSD SDSC Blue Horizon (2004) 1024 3 Unigrid “ Cosmic Simulator” with a Billion Zone and Gigaparticle Resolution
  • 19. AMR Cosmological Simulations Generate 4kx4k Images and Needs Interactive Zooming Capability Source: Michael Norman, UCSD
  • 20. AMR Simulation of Protostellar Disk Formation in Turbulent Molecular Clouds Dynamic Range=10 5 Kritsuk, Padoan & Norman (in prep) SDSC IBM Power4 DataStar Tightly Coupled, Balanced Architectures Needed!
  • 21. Metagenomics “Extreme Assembly” Requires Large Amount of Pixel Real Estate Source: Karin Remington J. Craig Venter Institute Prochlorococcus Microbacterium Burkholderia Rhodobacter SAR-86 unknown unknown
  • 22. High Resolution Aerial Photography Generates Images With 10,000 Times More Data than Landsat7 Shane DeGross, Telesis USGS Landsat7 Imagery 100 Foot Resolution Draped on elevation data New USGS Aerial Imagery At 1-Foot Resolution ~10x10 square miles of 350 US Cities 2.5 Billion Pixel Images Per City!
  • 23. Multi-Gigapixel Images are Available from Film Scanners Today The Gigapxl Project http://gigapxl.org Balboa Park, San Diego Multi-GigaPixel Image
  • 24. Large Image with Enormous Detail Require Interactive LambdaVision Systems One Square Inch Shot From 100 Yards The OptIPuter Project Has Obtained Some of these Images for UCI HIPerWall http://gigapxl.org

Editor's Notes

  1. AMR simulation done with isothermal gas dynamics and self-gravity only: appropriate for densities < 10 10 cm -3 Needs magnetic fields, ambipolar diffusion, and radiation transport to approach stellar densities This will increase run-time at least 10x due to linear system solves for diffusion and radiation transfer Tightly coupled, balanced architectures needed!