SlideShare una empresa de Scribd logo
1 de 55
Descargar para leer sin conexión
How Global-Scale Personal Lightwaves
 are Transforming Scientific Research

  University of Virginia Computational Science Speaker Series
                  University of Virginia Library
                         October 17, 2007




                             Dr. Larry Smarr
      Director, California Institute for Telecommunications and
                       Information Technology
                      Harry E. Gruber Professor,
            Dept. of Computer Science and Engineering
                Jacobs School of Engineering, UCSD
Abstract
During the last few years, a radical restructuring of optical networks supporting
e-Science projects has occurred around the world. U.S. universities are
beginning to acquire access to high bandwidth lightwaves (termed quot;lambdasquot;)
on fiber optics through the National LambdaRail and the Global Lambda
Integrated Facility. These lambdas enable the Grid program to be completed, in
that they add the network elements to the compute and storage elements which
can be discovered, reserved, and integrated by the Grid middleware to form
global LambdaGrids. These user controlled 1- or 10- Gbps lambdas are
providing direct access to global data repositories, scientific instruments, and
computational resources from the researcher's Linux clusters in their campus
laboratories. These end user clusters are reconfigured as quot;OptIPortals,quot;
providing the end user with local scalable visualization, computing, and
storage. Creating this cyberinfrastructure necessitates a new alliance between
campus network administrators and high end users to create dedicated
lightpaths across and beyond campuses, in addition to traditional shared
Internet networks. I will describe how these user configurable LambdaGrid
quot;metacomputerquot; global platforms open new frontiers in in collaborative work
environments, digital cinema, interactive ocean observatories, and marine
microbial metagenomics.
Data Intensive e-Science Instruments
    Will Require SuperNetworks

                                ALMA Has a
                                Requirement
                               for a 120 Gbps
                                Data Rate per
                                 Telescope
Large Hadron Collider (LHC):
                    e-Science Driving Global Cyberinfrastructure
                First Beams:
                  April 2007            pp s =14 TeV L=1034 cm-2 s-1
               Physics Runs:
                Start in 2008           27 km Tunnel in Switzerland & France
                                              Source: Harvey Newman, Caltech




                                                            TOTEM


                                                                     CMS
          LHC CMS detector
  15m X 15m X 22m,12,500 tons, $700M




                                          ALICE : HI




human (for scale)
                                                       ATLAS


                                                                LHCb: B-physics
High Energy and Nuclear Physics
               A Terabit/s WAN by 2013!




Source:
 Harvey
Newman,
 Caltech
Supercomputing as Data Generator: Cosmic Simulator
   with a Billion Zone and Gigaparticle Resolution
                          Source: Mike Norman, UCSD
   Problem with
  Uniform Grid--
Gravitation Causes
    Continuous
Increase in Density
  Until There is a
  Large Mass in a
 Single Grid Zone




                               SDSC Blue Horizon
Automatic Mesh Refinement (AMR) Allows Digital
Exploration of Early Galaxy and Cluster Core Formation
• Background Image Shows Grid Hierarchy Used
  – Key to Resolving Physics is More Sophisticated Software
  – Evolution is from 10Myr to Present Epoch
• Every Galaxy > 1011 Msolar in 100 Mpc/H Volume
  Adaptively Refined With AMR
  – 2563 Base Grid
     – Over 32,000 Grids At 7 Levels Of Refinement
     – Spatial Resolution of 4 kpc at Finest
     – 150,000 CPU-hr On 128-Node IBM SP




                    Source: Mike Norman, UCSD
The Cosmic Simulator
   Needs a 10 Gpbs Dedicated Link to End User
• 10243 Unigrid or 5123 AMR Now Feasible
  –   8-64 Times The Mass Resolution
  –   Can Simulate First Galaxies
  –   One Million CPU-Hr Allocation at LLNL
  –   Bottleneck--Network Throughput from LLNL to UCSD
• One Giga-Zone Uniform Grid or 5123 AMR Run:
  – Generates ~10 TeraByte of Output
  – A “Snapshot” is 100s of GB
  – Need to Visually Analyze as We Create SpaceTimes
• Can Run Evolutions Faster than We Can Archive Them
  – File Transport Over Shared Internet ~50 Mbit/s
     – 4 Hours to Move ONE Snapshot!
  – A 10 Gbps Dedicated Link Moves One Snapshot per Minute


                    Source: Mike Norman, UCSD
The Unrelenting Exponential Growth of Data Requires an
           Exponential Growth in Bandwidth
•   “The Global Information Grid will need to store and access exabytes of data
    on a realtime basis by 2010”
     – Dr. Henry Dardy (DOD), Optical Fiber Conference, Los Angeles, CA USA, Mar
       2006

•   “Each LHC experiment foresees a recorded raw data rate of 1 to several
    PetaBytes/year”
     – Dr. Harvey Neuman (Cal Tech), Professor of Physics

•   “US Bancorp backs up 100 TB financial data every night – now.”
     – David Grabski (VP Information Tech. US Bancorp), Qwest High Performance
       Networking Summit, Denver, CO. USA, June 2006.


•   “The VLA facility is now able to generate 700 Gbps of astronomical data and
    the Extended VLA will reach 3.2 Terabits per second by 2009.”
     – Dr. Steven Durand, National Radio Astronomy Observatory, E-VLBI Workshop,
       MIT Haystack Observatory., Sep 2006.



                 Source: Jerry Sobieski MAX / University of Maryland
Shared Internet Bandwidth:
        Unpredictable, Widely Varying, Jitter, Asymmetric
                                            10000       12 Minutes                                                  1000x
                                                                                                                   Normal
                                                                                                                  Internet!
                                                                 Stanford Server Limit
Computers In:                               1000
                                                        Time to Move                      UCSD
  Australia                                              a Terabyte
  Canada                                     100
                          Outbound (Mbps)



 Czech Rep.
    India                                                                                                Data Intensive
   Japan                                      10          10 Days                                          Sciences
                                                                 Here
    Korea                                                                                                   Require
   Mexico                                                                                               Fast Predictable
   Moorea                                      1                                                          Bandwidth
Netherlands
   Poland
   Taiwan                                     0.1
United States

                                             0.01
                                                 0.01      0.1       1     10    100     1000   10000
Source: Larry Smarr and Friends
                                                                     Inbound (Mbps)
                                              Measured Bandwidth from User Computer
                                              to Stanford Gigabit Server in Megabits/sec
                                                     http://netspeed.stanford.edu/
Dedicated Optical Channels Makes
High Performance Cyberinfrastructure Possible
                                                          (WDM)
                                         10 Gbps per User ~ 200x
                                        Shared Internet Throughput
                                                    c* f
          Source: Steve Wallach, Chiaro Networks




                                                      “Lambdas”
        Parallel Lambdas are Driving Optical Networking
      The Way Parallel Processors Drove 1990s Computing
National LambdaRail
              Serves the University of Virginia


             “There are many potential projects
          that could benefit from the use of NLR,
         including both high-end science projects,
       such as astronomy, computational biology and
       genomics, but also commercial applications in
        the multimedia (audio and video) domain.”--
            Malathi Veeraraghavan, Professor of
         Electrical and Computer Engineering, UVa,
UCSD       PI CHEETAH Circuit Switched Testbed UVa
Two New Calit2 Buildings Provide
New Laboratories for “Living in the Future”
               •   “Convergence” Laboratory Facilities
                    – Nanotech, BioMEMS, Chips, Radio, Photonics
                    – Virtual Reality, Digital Cinema, HDTV, Gaming
               •   Over 1000 Researchers in Two Buildings
                    – Linked via Dedicated Optical Networks




UC Irvine
                   www.calit2.net
            Preparing for a World in Which
               Distance is Eliminated…
Calit2 Has Facilitated Deep Interactions
                With the Digital Arts on Both Campuses
                                                       “Researchers Look to Create
                                                      a Synthesis of Art and Science
                                                           for the 21st Century”

                                                            By John Markoff
                                                        NYTimes November 5, 2005
                                                  Alex
                                               Dragulescu,
                                                  CRCA
                                                        SPECFLIC 1.0 – A Speculative
                                                Distributed Social Cinema by Adrienne Jenik


Bill Tomlinson, Lynn Carpenter UCI “EcoRaft”




                                                             Ruth West, UCSD “Ecce Homology”
                                       Eric
                                     Baumer,
                                       UCI
The Calit2@UCSD Building is Designed for Prototyping
       Extremely High Bandwidth Applications
           1.8 Million Feet of Cat6 Ethernet Cabling




                                                                     24 Fiber
                                                                      Pairs
                                                                     to Each
                                                                       Lab

                            UCSD has
                             one 10G
                              CENIC
                                                     Over 10,000
                           Connection for             Individual
                           ~30,000 Users                1 Gbps
                                                     Drops in the
                                                       Building
                                                   ~10G per Person

                               150 Fiber Strands to Building;
                           Experimental Roof Radio Antenna Farm
       Photo: Tim Beach,
             Calit2
                                      Ubiquitous WiFi
Building a Global Collaboratorium




                               Sony Digital Cinema Projector


24 Channel Digital Sound
                           Gigabit/sec Each Seat
Borderless Collaboration
Between Global University Research Centers at 10Gbps
          Maxine Brown, Tom DeFanti, Co-Chairs


           iGrid                 2005
    TH E GL OBAL LAMBDA INTEGRATED FACILITY
                   www.igrid2005.org
                                                                 September 26-30, 2005
                                                Calit2 @ University of California, San Diego
                 California Institute for Telecommunications and Information Technology




      100Gb of Bandwidth into the Calit2@UCSD Building
       More than 150Gb GLIF Transoceanic Bandwidth!
        450 Attendees, 130 Participating Organizations
           20 Countries Driving 49 Demonstrations
                  1- or 10- Gbps Per Demo
First Trans-Pacific Super High Definition Telepresence
       Meeting Using Digital Cinema 4k Streams
                                     Streaming 4k
      100 Times                      with JPEG 2000
   the Resolution                    Compression
                                      ½ gigabit/sec
     of YouTube!

                                                        Lays
                                                      Technical
                                                      Basis for
                                                       Global
                                    Keio University    Digital
                                    President Anzai    Cinema

                                                       Sony
                                        UCSD           NTT
                                     Chancellor Fox     SGI
CineGrid @ iGrid2005:
        Six Hours of 4K Projected in Calit2 Auditorium
4K Distance Learning




                                             4K Virtual Reality
4K Scientific Visualization                                       4K Anime




                              4K Digital Cinema

                              Source: Laurin Herr
iGrid Lambda Data Services:
               Sloan Sky Survey Data Transfer
• SDSS-I
  – Imaged 1/4 of the Sky in Five Bandpasses
      – 8000 sq-degrees at 0.4 arc sec Accuracy    ~200 GigaPixels!
  – Detecting Nearly 200 Million Celestial Objects
  – Measured Spectra Of:
      – > 675,000 galaxies
                                             iGRID2005
                              From Federal Express to Lambdas:
      – 90,000 quasars
                            Transporting Sloan Digital Sky Survey
      – 185,000 stars
                                          Data Using UDT
                                        Robert Grossman, UIC
    Transferred Entire SDSS (3/4 Terabyte) from Calit2 to Korea in 3.5 Hours—
                           Average Speed 2/3 Gbps!




                                 www.sdss.org
iGrid Lambda Control Plane Services: Transform Batch
to Real-Time Global e-Very Long Baseline Interferometry




• Goal: Real-Time VLBI Radio Telescope Data Correlation
• Achieved 512Mb Transfers from USA and Sweden to MIT
• Results Streamed to iGrid2005 in San Diego
         Optical Connections Dynamically Managed Using the
         DRAGON Control Plane and Internet2 HOPI Network
                  Source: Jerry Sobieski, DRAGON
iGrid Lambda Instrument Control Services– UCSD/Osaka
  Univ. Using Real-Time Instrument Steering and HDTV
Most Powerful Electron                      Southern California OptIPuter
Microscope in the World
    -- Osaka, Japan




                              HDTV                      UCSD




                          Source: Mark Ellisman, UCSD
iGrid Scientific Instrument Services:
Enable Remote Interactive HD Imaging of Deep Sea Vent

                                Canadian-U.S. Collaboration




            Source John Delaney & Deborah Kelley, UWash
Gigabit Fibers on the Ocean Floor
 -- Controlling Sensors and HDTV Cameras Remotely
 www.neptune.washington.edu
                                                LOOKING:
                                  (Laboratory for the Ocean Observatory
                                       Knowledge Integration Grid)
                                           http://lookingtosea.ucsd.edu/
                              •   Goal:
                                   – Prototype Cyberinfrastructure for NSF’s
                                     Ocean Research Interactive Observatory
                                     Networks (ORION) Building on
                                     OptIPuter
                              •   LOOKING NSF ITR with PIs:
                                   – John Orcutt & Larry Smarr - UCSD
 LOOKING is                        – John Delaney & Ed Lazowska –UW
  Driven By                        – Mark Abbott – OSU
NEPTUNE CI                    •   Collaborators at:
Requirements                       – MBARI, WHOI, NCSA, UIC, CalPoly,
                                     UVic, CANARIE, Microsoft, NEPTUNE-
                                     Canarie


                                            Making Management
                                          of Gigabit Flows Routine
Ocean Observatory Initiative
                      -- Initial Stages
• OOI Implementing Organizations
   – Regional Scale Node
      – $150m, UW
   – Global/Coastal Scale Nodes
      – $120m, Woods Hole Lead
   – Cyberinfrastructure
      – $30m, SIO/Calit2 UCSD
• 6 Year Development Effort




                                     Source: John Orcutt,
                                   Matthew Arrott, SIO/Calit2
The OptIPuter Project – Creating High Resolution Portals

Over Dedicated Optical Channels to Global Science Data
• NSF Large Information Technology Research Proposal
   – Calit2 (UCSD, UCI) and UIC Lead Campuses—Larry Smarr PI
   – Partnering Campuses: SDSC, USC, SDSU, NCSA, NW, TA&M, UvA,
     SARA, NASA Goddard, KISTI, AIST, CRC(Canada), CICESE (Mexico)
• Engaged Industrial Partners:
   – IBM, Sun, Telcordia, Chiaro, Calient, Glimmerglass, Lucent
• $13.5 Million Over Five Years—Now In the Six and Final Year
     NIH Biomedical Informatics
             Research Network        NSF EarthScope and ORION
OptIPuter Software Architecture--a Service-Oriented
  Architecture Integrating Lambdas Into the Grid
 Distributed Applications/ Web Services                                   Source: Andrew Chien, UCSD

                                                          Visualization
      Telescience                                                   SAGE              JuxtaView
                                 Data Services

                                                 LambdaRAM                   Vol-a-Tile

 Distributed Virtual Computer (DVC) API
                      DVC Configuration                 DVC Runtime Library

 DVC Services                    DVC Job                  DVC
                                Scheduling             Communication
   DVC Core Services
      Resource           Namespace         Security             High Speed            Storage
   Identify/Acquire      Management       Management           Communication          Services


                       Globus
      PIN/PDC               GRAM                 GSI                XIO               RobuStore
 Discovery
 and Control
                                                         GTP        XCP         UDT
                                   I
          Lambdas                  P               CEP         LambdaStream     RBUDP
OptIPuter / OptIPortal
                       Demonstration of SAGE Applications
                                                         MagicCarpet
                              Bitplayer
                                                    Streaming Blue Marble
                       Streaming animation
                                                    dataset from San Diego
                       of tornado simulation
                                                      to EVL using UDP.
                            using UDP.
                                                           6.7Gbps
                             516 Mbps


                  ~ 9 Gbps in Total.
      SAGE Can Simultaneously Support These
  Applications Without Decreasing Their Performance


                                   SVC                     JuxtaView
                             Locally streaming    Locally streaming the aerial
                              HD camera live       photography of downtown
                             video using UDP.        Chicago using TCP.
                                 538Mbps                   850 Mbps
Source: Xi Wang, UIC/EVL
My OptIPortalTM – Affordable
    Termination Device for the OptIPuter Global Backplane
•    20 Dual CPU Nodes, 20 24” Monitors, ~$50,000
•    1/4 Teraflop, 5 Terabyte Storage, 45 Mega Pixels--Nice PC!
•    Scalable Adaptive Graphics Environment ( SAGE) Jason Leigh, EVL-UIC




                                  Source: Phil Papadopoulos SDSC, Calit2
OptIPuter Scalable Displays
          Are Used for Multi-Scale Biomedical Imaging

                                                                200 Megapixels!




                                                                                  Source:
                                                                                    Mark
                                                                                  Ellisman,
                                                                                    David
Green: Purkinje Cells                                                                Lee,
Red: Glial Cells                                                                   Jason
Light Blue: Nuclear DNA                                                             Leigh

                 Two-Photon Laser Confocal Microscope Montage of
              40x36=1440 Images in 3 Channels of a Mid-Sagittal Section
                  of Rat Cerebellum Acquired Over an 8-hour Period
Scalable Displays Allow Both
Global Content and Fine Detail
Allows for Interactive Zooming
from Cerebellum to Individual Neurons
San Diego Interactive Imaging of High Resolution
       Brain Slices Generated at McGill University




  There are 7407 Slices at 20 µm
Each Image has 8513 x 12,472 pixels




                                           Source: Mark Ellisman, UCSD, Calit2

                   Canada and California are Setting Up
                     CENIC-CANARIE Collaborations
The New Science of Metagenomics



                                              “The emerging field
NRC Report:                                    of metagenomics,
                                            where the DNA of entire
Metagenomic                               communities of microbes
 data should                              is studied simultaneously,
   be made                           presents the greatest opportunity
   publicly                           -- perhaps since the invention of
 available in                                  the microscope –
international                        to revolutionize understanding of
 archives as                                the microbial world.” –
  rapidly as
  possible.                             National Research Council
                                             March 27, 2007
Marine Genome Sequencing Project –
Measuring the Genetic Diversity of Ocean Microbes



                                                 Need
                                                Ocean Data




                           Sorcerer II Data Will Double
                         Number of Proteins in GenBank!
Calit2’s Direct Access Core Architecture
Will Create Next Generation Metagenomics Server
     Sargasso Sea Data

    Sorcerer II Expedition            Dedicated
           (GOS)                    Compute Farm                                                            Traditional
                                                                                                               User
                                   (1000s of CPUs)
       JGI Community




                                                                W E B PORTAL
     Sequencing Project




                                                                               + Web Services
       Moore Marine                 Data-                                                       Request
                                                 10 GigE
      Microbial Project             Base          Fabric                                        Response
                                    Farm
      NASA and NOAA
                                                                                                              Local
       Satellite Data
                                                                                                           Environment
                                  Flat File
    Community Microbial                                           Direct
                                  Server                                                                      Web
     Metagenomics Data                                           Access
                                   Farm                          Lambda                                    (other service)
                                                                  Cnxns

                                                                                                            Local
                                                                                                            Cluster
                             TeraGrid: Cyberinfrastructure Backplane
                               (scheduled activities, e.g. all by all comparison)
                                            (10,000s of CPUs)
                                Source: Phil Papadopoulos, SDSC, Calit2
CAMERA Builds on Cyberinfrastructure Grid, Workflow,
    and Portal Projects in a Service Oriented Architecture
                 National Biomedical
                 Computation Resource
                  an NIH supported resource center   Located in Calit2@UCSD Building
Cyberinfrastructure: Raw Resources, Middleware & Execution Environment
    Virtual Organizations                   Workflow Management         Web Services


          NBCR Rocks Clusters




                                                           Vision


                                                                     Telescience Portal




                                                      KEPLER
“Instant” Global Microbial Metagenomics
            CyberCommunity
    Over 1300 Registered Users From 48 Countries




               USA                761
               United Kingdom      64
               Germany             54
               Canada              46
               France              44
               Brazil              33
An Emerging High Performance Collaboratory
        for Microbial Metagenomics

 UW
                                             OptIPortals



                                     UMich


                           UIC EVL
                                                           MIT


 UC Davis

                                                    JCVI


      UCI



SIO         UCSD


            SDSU                     OptIPortal

        CICESE
e-Science Collaboratory Without Walls
Enabled by Uncompressed HD Telepresence
     1500 Mbits/sec Calit2 to UW Research Channel Over NLR




                                                        May 23, 2007
            John Delaney, PI LOOKING, Neptune
                Photo: Harry Ammons, SDSC
Goal for SC’07
              iHDTV Integrated into OptIPortal




 Moving from Compressed
HD to Uncompressed iHDTV
  Reno to UW in Seattle




                                        Source: Michael Wellings
                                           Research Channel
                                           Univ. Washington
Rocks / SAGE OptIPortals
              Are Being Adopted Globally




                    KISTI-Korea   UZurich            CNIC-China
AIST-Japan

NCHC-Taiwan


                                            NCSA &
                Osaka U-Japan               TRECC         UIC




 Calit2@UCI      Calit2@UCSD       NCMIR@UCSD        SIO@UCSD
EVL’s SAGE Global Visualcasting to Europe
               September 2007
                     Gigabit Streams




                           Image Viewing                                    Image Viewing
 Image         Image                             Image         Image
 Source      Replication                        Viewing       Viewing
                           OptIPortals at                                   OptIPortal at
                               EVL                                           Russian
OptIPuter    OptIPuter                         OptIPortal   OptIPortal at
                             Chicago                                        Academy of
servers at    SAGE-                             at SARA       Masaryk        Sciences
 CALIT2      Bridge at                         Amsterdam     University      Moscow
San Diego    StarLight                                         Brno            Oct 1
             Chicago




                               Source: Luc Renambot, EVL
3D OptIPortals: Calit2 StarCAVE and Varrier
 Alpha Tests of Telepresence “Holodecks”
Connected at 160 Gb/s         Source: Tom DeFanti, Greg Dawe, Calit2




                                                           30 HD
                                                         Projectors!


                  60 GB Texture Memory,
     Renders Images 3,200 Times the Speed of Single PC
How Do You Get From Your Lab
                  to the National LambdaRail?
“Research is being stalled by ‘information overload,’ Mr. Bement said, because
data from digital instruments are piling up far faster than researchers can
study. In particular, he said, campus networks need to be improved. High-speed
data lines crossing the nation are the equivalent of six-lane superhighways, he
said. But networks at colleges and universities are not so capable. “Those
massive conduits are reduced to two-lane roads at most college and university
campuses,” he said. Improving cyberinfrastructure, he said, “will transform the
capabilities of campus-based scientists.”
-- Arden Bement, the director of the National Science Foundation




                                www.ctwatch.org
Detailed Backup Slides on CENIC and
    UCSD Campus Infrastructure
Interconnecting Regional Optical Networks
Is Driving Campus Optical Infrastructure Deployment




                                     1999
 CENIC
  2008




                   http://paintsquirrel.ucs.indiana.edu/RON/fiber_map_draft.pdf
California (CENIC)
                   Network Directions
• More Bandwidth to Research University Campuses
  – One or Two 10GE Connections to Every Campus
• More Bandwidth on the Backbone
  – 40Gbps Or 100Gbps
• Support for New Protocols and Features
  – IPv6 Multicast
  – Jumbo Frames: 9000 (or More) Bytes
• “Hybrid Network” Design, Incorporating
  Traditional Routed IP Service and
  the New Frame and Optical Circuit Services:
  – “HPRng-L3” = Routed IP Network
  – “HPRng-L2” = Switched Ethernet Network
  – “HPRng-L1” = Switched Optical Network        CalREN-XD


                   Source: Jim Dolgonas, CENIC
CENIC Switched Ethernet Network
       HPRng-L2 Design




                       Source: Jim Dolgonas, CENIC
CENIC Switched Optical Network
      HPRng-L1 design


                       Source: Jim Dolgonas, CENIC
Campus Preparations Needed
to Accept CENIC CalREN Handoff to Campus




            Source: Jim Dolgonas, CENIC
Current UCSD Experimental Optical Core:
Ready to Couple to CENIC L1, L2, L3 Services

                Goals by 2008:
                                                     CENIC L1, L2
                >= 50 endpoints at 10 GigE             Services
                >= 32 Packet switched
                >= 32 Switched wavelengths
                                      Lucent
                >= 300 Connected endpoints

                                      Glimmerglass
                   Approximately 0.5 TBit/s
                 Arrive at the “Optical” Center
                           of Campus
                  Switching will be a Hybrid
                       Combination of:
                  Packet, Lambda, Circuit --
                                          Force10
                  OOO and Packet Switches
                        Already in Place
    Funded by
     NSF MRI
      Grant
                             Cisco 6509
                         OptIPuter Border Router
          Source: Phil Papadopoulos, SDSC/Calit2
               (Quartzite PI, OptIPuter co-PI)
Planned UCSD Production Campus Cyberinfrastructure
   Supporting Data Intensive Biomedical Research
                                       Active Data Replication
                                             N x 10 Gbit


                   Nx                                                             Eco-Friendly
                        10
                             Gb                                      G bit        Storage and
                                  it                             0
                                                             N x1                   Compute

              “Network in a box”                                                  Wide-Area 10G
              • > 200 Connections            10 Gigabit                           • CENIC/HPRng
              • DWDM or Gray Optics            L2/L3                              • NLR Cavewave
On-Demand                                     Switch                              • I2 NewNet
                                                             Sing                 • Cinegrid
 Physical                                                         le 1
                                                                       0 Gb       •…
Connections                                                                  it



                                                                                       Your
                                                                                       Lab
                                                                                       Here

                                                                 Microarray

                                             Source: Phil Papadopoulos, SDSC/Calit2;
                                                       Elazar Harel, UCSD
Nearly One Half Billion Pixels
             in Calit2 Extreme Visualization Project!
Connected at 2,000 Megabits/s!                                           UC San Diego




UC Irvine




                                                     UCI HIPerWall Analyzing
                                                      Pre- and Post- Katrina
            Falko Kuester, UCSD; Steven Jenks, UCI
Calit2/SDSC Proposal to Create a UC Cyberinfrastructure

        of OptIPuter “On-Ramps” to TeraGrid Resources
                      OptIPuter + CalREN-XD + TeraGrid =
                                   “OptiGrid”


                            UC Davis

                       UC Berkeley
UC San Francisco
                                     UC Merced
     UC Santa Cruz




                                             UC Los Angeles
                     UC Santa Barbara              UC Riverside
                                                 UC Irvine
                                                                      Creating a Critical Mass of End Users
                                                       UC San Diego         on a Secure LambdaGrid



                              Source: Fran Berman, SDSC , Larry Smarr, Calit2

Más contenido relacionado

La actualidad más candente

Report to the NAC
Report to the NACReport to the NAC
Report to the NACLarry Smarr
 
Towards Telepresence
Towards TelepresenceTowards Telepresence
Towards TelepresenceLarry Smarr
 
Tish Shute (Huawei): The Age of Light: From an Electronic to a Photonic Society
Tish Shute (Huawei): The Age of Light: From an Electronic to a Photonic SocietyTish Shute (Huawei): The Age of Light: From an Electronic to a Photonic Society
Tish Shute (Huawei): The Age of Light: From an Electronic to a Photonic SocietyAugmentedWorldExpo
 
Jpl pervasive cloud_now_and_future_aws_sep_2010_v2
Jpl pervasive cloud_now_and_future_aws_sep_2010_v2Jpl pervasive cloud_now_and_future_aws_sep_2010_v2
Jpl pervasive cloud_now_and_future_aws_sep_2010_v2ReadMaloney
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyLarry Smarr
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyLarry Smarr
 
Steve Feiner (Columbia University): The Future of AR
Steve Feiner (Columbia University): The Future of ARSteve Feiner (Columbia University): The Future of AR
Steve Feiner (Columbia University): The Future of ARAugmentedWorldExpo
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyLarry Smarr
 
Cyber Worlds 2011 submission
Cyber Worlds 2011 submission Cyber Worlds 2011 submission
Cyber Worlds 2011 submission Julian Stadon
 
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
 
Calit2 Technology Overview for New Channels for Bio Com
Calit2 Technology Overview for New Channels for Bio ComCalit2 Technology Overview for New Channels for Bio Com
Calit2 Technology Overview for New Channels for Bio ComMontana State University
 
ESA Space Business Incubation Centre Noordwijk
ESA Space Business Incubation Centre NoordwijkESA Space Business Incubation Centre Noordwijk
ESA Space Business Incubation Centre NoordwijkMartijnWeeber
 
How Fiber Optics are Transforming our World
How Fiber Optics are Transforming our WorldHow Fiber Optics are Transforming our World
How Fiber Optics are Transforming our WorldLarry Smarr
 
Quantum teleportation salma
Quantum teleportation salmaQuantum teleportation salma
Quantum teleportation salmaAnusha Reddy
 
Presentation on Tele-Immersion
Presentation on Tele-ImmersionPresentation on Tele-Immersion
Presentation on Tele-ImmersionJagadish Mohanty
 
Remote Sensing and the Digital Scaffold
Remote Sensing and the Digital ScaffoldRemote Sensing and the Digital Scaffold
Remote Sensing and the Digital ScaffoldAshley M. Richter
 

La actualidad más candente (20)

Report to the NAC
Report to the NACReport to the NAC
Report to the NAC
 
Towards Telepresence
Towards TelepresenceTowards Telepresence
Towards Telepresence
 
Tish Shute (Huawei): The Age of Light: From an Electronic to a Photonic Society
Tish Shute (Huawei): The Age of Light: From an Electronic to a Photonic SocietyTish Shute (Huawei): The Age of Light: From an Electronic to a Photonic Society
Tish Shute (Huawei): The Age of Light: From an Electronic to a Photonic Society
 
Jpl pervasive cloud_now_and_future_aws_sep_2010_v2
Jpl pervasive cloud_now_and_future_aws_sep_2010_v2Jpl pervasive cloud_now_and_future_aws_sep_2010_v2
Jpl pervasive cloud_now_and_future_aws_sep_2010_v2
 
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
 
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
 
Steve Feiner (Columbia University): The Future of AR
Steve Feiner (Columbia University): The Future of ARSteve Feiner (Columbia University): The Future of AR
Steve Feiner (Columbia University): The Future of AR
 
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
 
Cyber Worlds 2011 submission
Cyber Worlds 2011 submission Cyber Worlds 2011 submission
Cyber Worlds 2011 submission
 
Ai covers space
Ai covers spaceAi covers space
Ai covers space
 
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...
 
Calit2 Technology Overview for New Channels for Bio Com
Calit2 Technology Overview for New Channels for Bio ComCalit2 Technology Overview for New Channels for Bio Com
Calit2 Technology Overview for New Channels for Bio Com
 
ESA Space Business Incubation Centre Noordwijk
ESA Space Business Incubation Centre NoordwijkESA Space Business Incubation Centre Noordwijk
ESA Space Business Incubation Centre Noordwijk
 
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
 
Deep Learning for Computer Vision: Video Analytics (UPC 2016)
Deep Learning for Computer Vision: Video Analytics (UPC 2016)Deep Learning for Computer Vision: Video Analytics (UPC 2016)
Deep Learning for Computer Vision: Video Analytics (UPC 2016)
 
Quantum teleportation salma
Quantum teleportation salmaQuantum teleportation salma
Quantum teleportation salma
 
Sensors and Systems
Sensors and SystemsSensors and Systems
Sensors and Systems
 
Presentation on Tele-Immersion
Presentation on Tele-ImmersionPresentation on Tele-Immersion
Presentation on Tele-Immersion
 
Remote Sensing and the Digital Scaffold
Remote Sensing and the Digital ScaffoldRemote Sensing and the Digital Scaffold
Remote Sensing and the Digital Scaffold
 
ISMAR09 Paper
ISMAR09 PaperISMAR09 Paper
ISMAR09 Paper
 

Destacado

Wildfires, Hydrology, and Microbes: Possible Areas for Collaboration with Calit2
Wildfires, Hydrology, and Microbes: Possible Areas for Collaboration with Calit2Wildfires, Hydrology, and Microbes: Possible Areas for Collaboration with Calit2
Wildfires, Hydrology, and Microbes: Possible Areas for Collaboration with Calit2Larry Smarr
 
Building an Information Infrastructure to Support Genetic Sciences
Building an Information Infrastructure to Support Genetic SciencesBuilding an Information Infrastructure to Support Genetic Sciences
Building an Information Infrastructure to Support Genetic SciencesLarry Smarr
 
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 ApplicationsLarry Smarr
 
The Optiputer - Toward a Terabit LAN
The Optiputer - Toward a Terabit LANThe Optiputer - Toward a Terabit LAN
The Optiputer - Toward a Terabit LANLarry Smarr
 
Beyond Telepresence
Beyond TelepresenceBeyond Telepresence
Beyond TelepresenceLarry Smarr
 
Applying Photonics to User Needs: The Application Challenge
Applying Photonics to User Needs: The Application ChallengeApplying Photonics to User Needs: The Application Challenge
Applying Photonics to User Needs: The Application ChallengeLarry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesLarry Smarr
 
Calit2: Experiments in Living in the Virtual/Physical World
Calit2: Experiments in Living in the Virtual/Physical WorldCalit2: Experiments in Living in the Virtual/Physical World
Calit2: Experiments in Living in the Virtual/Physical WorldLarry Smarr
 
Shrinking the Planet: A New Global Research Platform –Dedicated 10Gbps Lightp...
Shrinking the Planet: A New Global Research Platform –Dedicated 10Gbps Lightp...Shrinking the Planet: A New Global Research Platform –Dedicated 10Gbps Lightp...
Shrinking the Planet: A New Global Research Platform –Dedicated 10Gbps Lightp...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 BeginningLarry Smarr
 
Calit2: An Experiment in Social Networks
Calit2: An Experiment in Social NetworksCalit2: An Experiment in Social Networks
Calit2: An Experiment in Social NetworksLarry Smarr
 
Genomics, Cellular Networks, Preventive Medicine, and Society
Genomics, Cellular Networks, Preventive Medicine, and SocietyGenomics, Cellular Networks, Preventive Medicine, and Society
Genomics, Cellular Networks, Preventive Medicine, and SocietyLarry 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 BeginningLarry Smarr
 
Cyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled ObservatoriesCyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled ObservatoriesLarry Smarr
 
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...Larry Smarr
 
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...Larry Smarr
 
Envisioning the Future
Envisioning the FutureEnvisioning the Future
Envisioning the FutureLarry Smarr
 
A High-Performance Campus-Scale Cyberinfrastructure for Effectively Bridging ...
A High-Performance Campus-Scale Cyberinfrastructure for Effectively Bridging ...A High-Performance Campus-Scale Cyberinfrastructure for Effectively Bridging ...
A High-Performance Campus-Scale Cyberinfrastructure for Effectively Bridging ...Larry Smarr
 
OptIPuter Year Five: From Research to Adoption
OptIPuter Year Five: From Research to AdoptionOptIPuter Year Five: From Research to Adoption
OptIPuter Year Five: From Research to AdoptionLarry Smarr
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyLarry Smarr
 

Destacado (20)

Wildfires, Hydrology, and Microbes: Possible Areas for Collaboration with Calit2
Wildfires, Hydrology, and Microbes: Possible Areas for Collaboration with Calit2Wildfires, Hydrology, and Microbes: Possible Areas for Collaboration with Calit2
Wildfires, Hydrology, and Microbes: Possible Areas for Collaboration with Calit2
 
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 - 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
 
The Optiputer - Toward a Terabit LAN
The Optiputer - Toward a Terabit LANThe Optiputer - Toward a Terabit LAN
The Optiputer - Toward a Terabit LAN
 
Beyond Telepresence
Beyond TelepresenceBeyond Telepresence
Beyond Telepresence
 
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 to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 
Calit2: Experiments in Living in the Virtual/Physical World
Calit2: Experiments in Living in the Virtual/Physical WorldCalit2: Experiments in Living in the Virtual/Physical World
Calit2: Experiments in Living in the Virtual/Physical World
 
Shrinking the Planet: A New Global Research Platform –Dedicated 10Gbps Lightp...
Shrinking the Planet: A New Global Research Platform –Dedicated 10Gbps Lightp...Shrinking the Planet: A New Global Research Platform –Dedicated 10Gbps Lightp...
Shrinking the Planet: A New Global Research Platform –Dedicated 10Gbps Lightp...
 
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
 
Calit2: An Experiment in Social Networks
Calit2: An Experiment in Social NetworksCalit2: An Experiment in Social Networks
Calit2: An Experiment in Social Networks
 
Genomics, Cellular Networks, Preventive Medicine, and Society
Genomics, Cellular Networks, Preventive Medicine, and SocietyGenomics, Cellular Networks, Preventive Medicine, and Society
Genomics, Cellular Networks, Preventive Medicine, and Society
 
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
 
Cyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled ObservatoriesCyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled Observatories
 
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...
The OptiPuter, Quartzite, and Starlight Projects: A Campus to Global-Scale Te...
 
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
From the Shared Internet to Personal Lightwaves: How the OptIPuter is Transfo...
 
Envisioning the Future
Envisioning the FutureEnvisioning the Future
Envisioning the Future
 
A High-Performance Campus-Scale Cyberinfrastructure for Effectively Bridging ...
A High-Performance Campus-Scale Cyberinfrastructure for Effectively Bridging ...A High-Performance Campus-Scale Cyberinfrastructure for Effectively Bridging ...
A High-Performance Campus-Scale Cyberinfrastructure for Effectively Bridging ...
 
OptIPuter Year Five: From Research to Adoption
OptIPuter Year Five: From Research to AdoptionOptIPuter Year Five: From Research to Adoption
OptIPuter Year Five: From Research to Adoption
 
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
 

Similar a How Global-Scale Personal Lightwaves are Transforming Scientific Research

Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyLarry Smarr
 
Preparing Your Campus for Data Intensive Researchers
Preparing Your Campus for Data Intensive ResearchersPreparing Your Campus for Data Intensive Researchers
Preparing Your Campus for Data Intensive ResearchersLarry Smarr
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyLarry Smarr
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyLarry Smarr
 
A Cyber-Vision for a 21st Century University of California
A Cyber-Vision for a 21st Century University of CaliforniaA Cyber-Vision for a 21st Century University of California
A Cyber-Vision for a 21st Century University of CaliforniaLarry Smarr
 
Bringing 3D, Ultra-Resolution, and Virtual Reality into the Global LambaGrid ...
Bringing 3D, Ultra-Resolution, and Virtual Reality into the Global LambaGrid ...Bringing 3D, Ultra-Resolution, and Virtual Reality into the Global LambaGrid ...
Bringing 3D, Ultra-Resolution, and Virtual Reality into the Global LambaGrid ...Larry Smarr
 
A New Global Research Platform – Dedicated 10Gbps Lightpaths
A New Global Research Platform – Dedicated 10Gbps LightpathsA New Global Research Platform – Dedicated 10Gbps Lightpaths
A New Global Research Platform – Dedicated 10Gbps LightpathsLarry 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
 
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
 
Larry Smarr - Making Sense of Information Through Planetary Scale Computing
Larry Smarr - Making Sense of Information Through Planetary Scale ComputingLarry Smarr - Making Sense of Information Through Planetary Scale Computing
Larry Smarr - Making Sense of Information Through Planetary Scale ComputingDiamond Exchange
 
High Performance Cyberinfrastructure Required for Data Intensive Scientific R...
High Performance Cyberinfrastructure Required for Data Intensive Scientific R...High Performance Cyberinfrastructure Required for Data Intensive Scientific R...
High Performance Cyberinfrastructure Required for Data Intensive Scientific R...Larry Smarr
 
Science and Cyberinfrastructure in the Data-Dominated Era
Science and Cyberinfrastructure in the Data-Dominated EraScience and Cyberinfrastructure in the Data-Dominated Era
Science and Cyberinfrastructure in the Data-Dominated EraLarry Smarr
 
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
 
Set My Data Free: High-Performance CI for Data-Intensive Research
Set My Data Free: High-Performance CI for Data-Intensive ResearchSet My Data Free: High-Performance CI for Data-Intensive Research
Set My Data Free: High-Performance CI for Data-Intensive ResearchLarry Smarr
 
UC Capabilities Supporting High-Performance Collaboration and Data-Intensive ...
UC Capabilities Supporting High-Performance Collaboration and Data-Intensive ...UC Capabilities Supporting High-Performance Collaboration and Data-Intensive ...
UC Capabilities Supporting High-Performance Collaboration and Data-Intensive ...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 CyberinfrastructureLarry Smarr
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...Larry Smarr
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...Larry Smarr
 
Creating a Planetary Scale OptIPuter
Creating a Planetary Scale OptIPuterCreating a Planetary Scale OptIPuter
Creating a Planetary Scale OptIPuterLarry Smarr
 
End-to-end Optical Fiber Cyberinfrastructure for Data-Intensive Research: Imp...
End-to-end Optical Fiber Cyberinfrastructure for Data-Intensive Research: Imp...End-to-end Optical Fiber Cyberinfrastructure for Data-Intensive Research: Imp...
End-to-end Optical Fiber Cyberinfrastructure for Data-Intensive Research: Imp...Larry Smarr
 

Similar a How Global-Scale Personal Lightwaves are Transforming Scientific Research (20)

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
 
Preparing Your Campus for Data Intensive Researchers
Preparing Your Campus for Data Intensive ResearchersPreparing Your Campus for Data Intensive Researchers
Preparing Your Campus for Data Intensive Researchers
 
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
 
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
 
A Cyber-Vision for a 21st Century University of California
A Cyber-Vision for a 21st Century University of CaliforniaA Cyber-Vision for a 21st Century University of California
A Cyber-Vision for a 21st Century University of California
 
Bringing 3D, Ultra-Resolution, and Virtual Reality into the Global LambaGrid ...
Bringing 3D, Ultra-Resolution, and Virtual Reality into the Global LambaGrid ...Bringing 3D, Ultra-Resolution, and Virtual Reality into the Global LambaGrid ...
Bringing 3D, Ultra-Resolution, and Virtual Reality into the Global LambaGrid ...
 
A New Global Research Platform – Dedicated 10Gbps Lightpaths
A New Global Research Platform – Dedicated 10Gbps LightpathsA New Global Research Platform – Dedicated 10Gbps Lightpaths
A New Global Research Platform – Dedicated 10Gbps Lightpaths
 
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...
 
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 - Making Sense of Information Through Planetary Scale Computing
Larry Smarr - Making Sense of Information Through Planetary Scale ComputingLarry Smarr - Making Sense of Information Through Planetary Scale Computing
Larry Smarr - Making Sense of Information Through Planetary Scale Computing
 
High Performance Cyberinfrastructure Required for Data Intensive Scientific R...
High Performance Cyberinfrastructure Required for Data Intensive Scientific R...High Performance Cyberinfrastructure Required for Data Intensive Scientific R...
High Performance Cyberinfrastructure Required for Data Intensive Scientific R...
 
Science and Cyberinfrastructure in the Data-Dominated Era
Science and Cyberinfrastructure in the Data-Dominated EraScience and Cyberinfrastructure in the Data-Dominated Era
Science and Cyberinfrastructure in the Data-Dominated Era
 
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...
 
Set My Data Free: High-Performance CI for Data-Intensive Research
Set My Data Free: High-Performance CI for Data-Intensive ResearchSet My Data Free: High-Performance CI for Data-Intensive Research
Set My Data Free: High-Performance CI for Data-Intensive Research
 
UC Capabilities Supporting High-Performance Collaboration and Data-Intensive ...
UC Capabilities Supporting High-Performance Collaboration and Data-Intensive ...UC Capabilities Supporting High-Performance Collaboration and Data-Intensive ...
UC Capabilities Supporting High-Performance Collaboration and Data-Intensive ...
 
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
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
 
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
How Personal Lightwaves Enable Telepresence: Collapsing the Flat World to a “...
 
Creating a Planetary Scale OptIPuter
Creating a Planetary Scale OptIPuterCreating a Planetary Scale OptIPuter
Creating a Planetary Scale OptIPuter
 
End-to-end Optical Fiber Cyberinfrastructure for Data-Intensive Research: Imp...
End-to-end Optical Fiber Cyberinfrastructure for Data-Intensive Research: Imp...End-to-end Optical Fiber Cyberinfrastructure for Data-Intensive Research: Imp...
End-to-end Optical Fiber Cyberinfrastructure for Data-Intensive Research: Imp...
 

Más de Larry Smarr

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

Más de Larry Smarr (20)

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

Último

Empowering Africa's Next Generation: The AI Leadership Blueprint
Empowering Africa's Next Generation: The AI Leadership BlueprintEmpowering Africa's Next Generation: The AI Leadership Blueprint
Empowering Africa's Next Generation: The AI Leadership BlueprintMahmoud Rabie
 
NIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 WorkshopNIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 WorkshopBachir Benyammi
 
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IES VE
 
Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024D Cloud Solutions
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxMatsuo Lab
 
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationUsing IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationIES VE
 
AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarPrecisely
 
Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024SkyPlanner
 
20230202 - Introduction to tis-py
20230202 - Introduction to tis-py20230202 - Introduction to tis-py
20230202 - Introduction to tis-pyJamie (Taka) Wang
 
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDE
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDEADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDE
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDELiveplex
 
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAAnypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAshyamraj55
 
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesAI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesMd Hossain Ali
 
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdf
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdf
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdfJamie (Taka) Wang
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UbiTrack UK
 
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...DianaGray10
 
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCostKubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCostMatt Ray
 
Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.YounusS2
 
Bird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemBird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemAsko Soukka
 

Último (20)

Empowering Africa's Next Generation: The AI Leadership Blueprint
Empowering Africa's Next Generation: The AI Leadership BlueprintEmpowering Africa's Next Generation: The AI Leadership Blueprint
Empowering Africa's Next Generation: The AI Leadership Blueprint
 
NIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 WorkshopNIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 Workshop
 
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
 
20150722 - AGV
20150722 - AGV20150722 - AGV
20150722 - AGV
 
Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptx
 
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationUsing IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
 
AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity Webinar
 
Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024
 
20230202 - Introduction to tis-py
20230202 - Introduction to tis-py20230202 - Introduction to tis-py
20230202 - Introduction to tis-py
 
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDE
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDEADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDE
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDE
 
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAAnypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
 
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesAI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
 
201610817 - edge part1
201610817 - edge part1201610817 - edge part1
201610817 - edge part1
 
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdf
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdf
activity_diagram_combine_v4_20190827.pdfactivity_diagram_combine_v4_20190827.pdf
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
 
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
 
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCostKubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
 
Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.
 
Bird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemBird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystem
 

How Global-Scale Personal Lightwaves are Transforming Scientific Research

  • 1. How Global-Scale Personal Lightwaves are Transforming Scientific Research University of Virginia Computational Science Speaker Series University of Virginia Library October 17, 2007 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology Harry E. Gruber Professor, Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD
  • 2. Abstract During the last few years, a radical restructuring of optical networks supporting e-Science projects has occurred around the world. U.S. universities are beginning to acquire access to high bandwidth lightwaves (termed quot;lambdasquot;) on fiber optics through the National LambdaRail and the Global Lambda Integrated Facility. These lambdas enable the Grid program to be completed, in that they add the network elements to the compute and storage elements which can be discovered, reserved, and integrated by the Grid middleware to form global LambdaGrids. These user controlled 1- or 10- Gbps lambdas are providing direct access to global data repositories, scientific instruments, and computational resources from the researcher's Linux clusters in their campus laboratories. These end user clusters are reconfigured as quot;OptIPortals,quot; providing the end user with local scalable visualization, computing, and storage. Creating this cyberinfrastructure necessitates a new alliance between campus network administrators and high end users to create dedicated lightpaths across and beyond campuses, in addition to traditional shared Internet networks. I will describe how these user configurable LambdaGrid quot;metacomputerquot; global platforms open new frontiers in in collaborative work environments, digital cinema, interactive ocean observatories, and marine microbial metagenomics.
  • 3. Data Intensive e-Science Instruments Will Require SuperNetworks ALMA Has a Requirement for a 120 Gbps Data Rate per Telescope
  • 4. Large Hadron Collider (LHC): e-Science Driving Global Cyberinfrastructure First Beams: April 2007  pp s =14 TeV L=1034 cm-2 s-1 Physics Runs: Start in 2008  27 km Tunnel in Switzerland & France Source: Harvey Newman, Caltech TOTEM CMS LHC CMS detector 15m X 15m X 22m,12,500 tons, $700M ALICE : HI human (for scale) ATLAS LHCb: B-physics
  • 5. High Energy and Nuclear Physics A Terabit/s WAN by 2013! Source: Harvey Newman, Caltech
  • 6. Supercomputing as Data Generator: Cosmic Simulator with a Billion Zone and Gigaparticle Resolution Source: Mike Norman, UCSD Problem with Uniform Grid-- Gravitation Causes Continuous Increase in Density Until There is a Large Mass in a Single Grid Zone SDSC Blue Horizon
  • 7. Automatic Mesh Refinement (AMR) Allows Digital Exploration of Early Galaxy and Cluster Core Formation • Background Image Shows Grid Hierarchy Used – Key to Resolving Physics is More Sophisticated Software – Evolution is from 10Myr to Present Epoch • Every Galaxy > 1011 Msolar in 100 Mpc/H Volume Adaptively Refined With AMR – 2563 Base Grid – Over 32,000 Grids At 7 Levels Of Refinement – Spatial Resolution of 4 kpc at Finest – 150,000 CPU-hr On 128-Node IBM SP Source: Mike Norman, UCSD
  • 8. The Cosmic Simulator Needs a 10 Gpbs Dedicated Link to End User • 10243 Unigrid or 5123 AMR Now Feasible – 8-64 Times The Mass Resolution – Can Simulate First Galaxies – One Million CPU-Hr Allocation at LLNL – Bottleneck--Network Throughput from LLNL to UCSD • One Giga-Zone Uniform Grid or 5123 AMR Run: – Generates ~10 TeraByte of Output – A “Snapshot” is 100s of GB – Need to Visually Analyze as We Create SpaceTimes • Can Run Evolutions Faster than We Can Archive Them – File Transport Over Shared Internet ~50 Mbit/s – 4 Hours to Move ONE Snapshot! – A 10 Gbps Dedicated Link Moves One Snapshot per Minute Source: Mike Norman, UCSD
  • 9. The Unrelenting Exponential Growth of Data Requires an Exponential Growth in Bandwidth • “The Global Information Grid will need to store and access exabytes of data on a realtime basis by 2010” – Dr. Henry Dardy (DOD), Optical Fiber Conference, Los Angeles, CA USA, Mar 2006 • “Each LHC experiment foresees a recorded raw data rate of 1 to several PetaBytes/year” – Dr. Harvey Neuman (Cal Tech), Professor of Physics • “US Bancorp backs up 100 TB financial data every night – now.” – David Grabski (VP Information Tech. US Bancorp), Qwest High Performance Networking Summit, Denver, CO. USA, June 2006. • “The VLA facility is now able to generate 700 Gbps of astronomical data and the Extended VLA will reach 3.2 Terabits per second by 2009.” – Dr. Steven Durand, National Radio Astronomy Observatory, E-VLBI Workshop, MIT Haystack Observatory., Sep 2006. Source: Jerry Sobieski MAX / University of Maryland
  • 10. Shared Internet Bandwidth: Unpredictable, Widely Varying, Jitter, Asymmetric 10000 12 Minutes 1000x Normal Internet! Stanford Server Limit Computers In: 1000 Time to Move UCSD Australia a Terabyte Canada 100 Outbound (Mbps) Czech Rep. India Data Intensive Japan 10 10 Days Sciences Here Korea Require Mexico Fast Predictable Moorea 1 Bandwidth Netherlands Poland Taiwan 0.1 United States 0.01 0.01 0.1 1 10 100 1000 10000 Source: Larry Smarr and Friends Inbound (Mbps) Measured Bandwidth from User Computer to Stanford Gigabit Server in Megabits/sec http://netspeed.stanford.edu/
  • 11. Dedicated Optical Channels Makes High Performance Cyberinfrastructure Possible (WDM) 10 Gbps per User ~ 200x Shared Internet Throughput c* f Source: Steve Wallach, Chiaro Networks “Lambdas” Parallel Lambdas are Driving Optical Networking The Way Parallel Processors Drove 1990s Computing
  • 12. National LambdaRail Serves the University of Virginia “There are many potential projects that could benefit from the use of NLR, including both high-end science projects, such as astronomy, computational biology and genomics, but also commercial applications in the multimedia (audio and video) domain.”-- Malathi Veeraraghavan, Professor of Electrical and Computer Engineering, UVa, UCSD PI CHEETAH Circuit Switched Testbed UVa
  • 13. Two New Calit2 Buildings Provide New Laboratories for “Living in the Future” • “Convergence” Laboratory Facilities – Nanotech, BioMEMS, Chips, Radio, Photonics – Virtual Reality, Digital Cinema, HDTV, Gaming • Over 1000 Researchers in Two Buildings – Linked via Dedicated Optical Networks UC Irvine www.calit2.net Preparing for a World in Which Distance is Eliminated…
  • 14. Calit2 Has Facilitated Deep Interactions With the Digital Arts on Both Campuses “Researchers Look to Create a Synthesis of Art and Science for the 21st Century” By John Markoff NYTimes November 5, 2005 Alex Dragulescu, CRCA SPECFLIC 1.0 – A Speculative Distributed Social Cinema by Adrienne Jenik Bill Tomlinson, Lynn Carpenter UCI “EcoRaft” Ruth West, UCSD “Ecce Homology” Eric Baumer, UCI
  • 15. The Calit2@UCSD Building is Designed for Prototyping Extremely High Bandwidth Applications 1.8 Million Feet of Cat6 Ethernet Cabling 24 Fiber Pairs to Each Lab UCSD has one 10G CENIC Over 10,000 Connection for Individual ~30,000 Users 1 Gbps Drops in the Building ~10G per Person 150 Fiber Strands to Building; Experimental Roof Radio Antenna Farm Photo: Tim Beach, Calit2 Ubiquitous WiFi
  • 16. Building a Global Collaboratorium Sony Digital Cinema Projector 24 Channel Digital Sound Gigabit/sec Each Seat
  • 17. Borderless Collaboration Between Global University Research Centers at 10Gbps Maxine Brown, Tom DeFanti, Co-Chairs iGrid 2005 TH E GL OBAL LAMBDA INTEGRATED FACILITY www.igrid2005.org September 26-30, 2005 Calit2 @ University of California, San Diego California Institute for Telecommunications and Information Technology 100Gb of Bandwidth into the Calit2@UCSD Building More than 150Gb GLIF Transoceanic Bandwidth! 450 Attendees, 130 Participating Organizations 20 Countries Driving 49 Demonstrations 1- or 10- Gbps Per Demo
  • 18. First Trans-Pacific Super High Definition Telepresence Meeting Using Digital Cinema 4k Streams Streaming 4k 100 Times with JPEG 2000 the Resolution Compression ½ gigabit/sec of YouTube! Lays Technical Basis for Global Keio University Digital President Anzai Cinema Sony UCSD NTT Chancellor Fox SGI
  • 19. CineGrid @ iGrid2005: Six Hours of 4K Projected in Calit2 Auditorium 4K Distance Learning 4K Virtual Reality 4K Scientific Visualization 4K Anime 4K Digital Cinema Source: Laurin Herr
  • 20. iGrid Lambda Data Services: Sloan Sky Survey Data Transfer • SDSS-I – Imaged 1/4 of the Sky in Five Bandpasses – 8000 sq-degrees at 0.4 arc sec Accuracy ~200 GigaPixels! – Detecting Nearly 200 Million Celestial Objects – Measured Spectra Of: – > 675,000 galaxies iGRID2005 From Federal Express to Lambdas: – 90,000 quasars Transporting Sloan Digital Sky Survey – 185,000 stars Data Using UDT Robert Grossman, UIC Transferred Entire SDSS (3/4 Terabyte) from Calit2 to Korea in 3.5 Hours— Average Speed 2/3 Gbps! www.sdss.org
  • 21. iGrid Lambda Control Plane Services: Transform Batch to Real-Time Global e-Very Long Baseline Interferometry • Goal: Real-Time VLBI Radio Telescope Data Correlation • Achieved 512Mb Transfers from USA and Sweden to MIT • Results Streamed to iGrid2005 in San Diego Optical Connections Dynamically Managed Using the DRAGON Control Plane and Internet2 HOPI Network Source: Jerry Sobieski, DRAGON
  • 22. iGrid Lambda Instrument Control Services– UCSD/Osaka Univ. Using Real-Time Instrument Steering and HDTV Most Powerful Electron Southern California OptIPuter Microscope in the World -- Osaka, Japan HDTV UCSD Source: Mark Ellisman, UCSD
  • 23. iGrid Scientific Instrument Services: Enable Remote Interactive HD Imaging of Deep Sea Vent Canadian-U.S. Collaboration Source John Delaney & Deborah Kelley, UWash
  • 24. Gigabit Fibers on the Ocean Floor -- Controlling Sensors and HDTV Cameras Remotely www.neptune.washington.edu LOOKING: (Laboratory for the Ocean Observatory Knowledge Integration Grid) http://lookingtosea.ucsd.edu/ • Goal: – Prototype Cyberinfrastructure for NSF’s Ocean Research Interactive Observatory Networks (ORION) Building on OptIPuter • LOOKING NSF ITR with PIs: – John Orcutt & Larry Smarr - UCSD LOOKING is – John Delaney & Ed Lazowska –UW Driven By – Mark Abbott – OSU NEPTUNE CI • Collaborators at: Requirements – MBARI, WHOI, NCSA, UIC, CalPoly, UVic, CANARIE, Microsoft, NEPTUNE- Canarie Making Management of Gigabit Flows Routine
  • 25. Ocean Observatory Initiative -- Initial Stages • OOI Implementing Organizations – Regional Scale Node – $150m, UW – Global/Coastal Scale Nodes – $120m, Woods Hole Lead – Cyberinfrastructure – $30m, SIO/Calit2 UCSD • 6 Year Development Effort Source: John Orcutt, Matthew Arrott, SIO/Calit2
  • 26. The OptIPuter Project – Creating High Resolution Portals Over Dedicated Optical Channels to Global Science Data • NSF Large Information Technology Research Proposal – Calit2 (UCSD, UCI) and UIC Lead Campuses—Larry Smarr PI – Partnering Campuses: SDSC, USC, SDSU, NCSA, NW, TA&M, UvA, SARA, NASA Goddard, KISTI, AIST, CRC(Canada), CICESE (Mexico) • Engaged Industrial Partners: – IBM, Sun, Telcordia, Chiaro, Calient, Glimmerglass, Lucent • $13.5 Million Over Five Years—Now In the Six and Final Year NIH Biomedical Informatics Research Network NSF EarthScope and ORION
  • 27. OptIPuter Software Architecture--a Service-Oriented Architecture Integrating Lambdas Into the Grid Distributed Applications/ Web Services Source: Andrew Chien, UCSD Visualization Telescience SAGE JuxtaView Data Services LambdaRAM Vol-a-Tile Distributed Virtual Computer (DVC) API DVC Configuration DVC Runtime Library DVC Services DVC Job DVC Scheduling Communication DVC Core Services Resource Namespace Security High Speed Storage Identify/Acquire Management Management Communication Services Globus PIN/PDC GRAM GSI XIO RobuStore Discovery and Control GTP XCP UDT I Lambdas P CEP LambdaStream RBUDP
  • 28. OptIPuter / OptIPortal Demonstration of SAGE Applications MagicCarpet Bitplayer Streaming Blue Marble Streaming animation dataset from San Diego of tornado simulation to EVL using UDP. using UDP. 6.7Gbps 516 Mbps ~ 9 Gbps in Total. SAGE Can Simultaneously Support These Applications Without Decreasing Their Performance SVC JuxtaView Locally streaming Locally streaming the aerial HD camera live photography of downtown video using UDP. Chicago using TCP. 538Mbps 850 Mbps Source: Xi Wang, UIC/EVL
  • 29. My OptIPortalTM – Affordable Termination Device for the OptIPuter Global Backplane • 20 Dual CPU Nodes, 20 24” Monitors, ~$50,000 • 1/4 Teraflop, 5 Terabyte Storage, 45 Mega Pixels--Nice PC! • Scalable Adaptive Graphics Environment ( SAGE) Jason Leigh, EVL-UIC Source: Phil Papadopoulos SDSC, Calit2
  • 30. OptIPuter Scalable Displays Are Used for Multi-Scale Biomedical Imaging 200 Megapixels! Source: Mark Ellisman, David Green: Purkinje Cells Lee, Red: Glial Cells Jason Light Blue: Nuclear DNA Leigh Two-Photon Laser Confocal Microscope Montage of 40x36=1440 Images in 3 Channels of a Mid-Sagittal Section of Rat Cerebellum Acquired Over an 8-hour Period
  • 31. Scalable Displays Allow Both Global Content and Fine Detail
  • 32. Allows for Interactive Zooming from Cerebellum to Individual Neurons
  • 33. San Diego Interactive Imaging of High Resolution Brain Slices Generated at McGill University There are 7407 Slices at 20 µm Each Image has 8513 x 12,472 pixels Source: Mark Ellisman, UCSD, Calit2 Canada and California are Setting Up CENIC-CANARIE Collaborations
  • 34. The New Science of Metagenomics “The emerging field NRC Report: of metagenomics, where the DNA of entire Metagenomic communities of microbes data should is studied simultaneously, be made presents the greatest opportunity publicly -- perhaps since the invention of available in the microscope – international to revolutionize understanding of archives as the microbial world.” – rapidly as possible. National Research Council March 27, 2007
  • 35. Marine Genome Sequencing Project – Measuring the Genetic Diversity of Ocean Microbes Need Ocean Data Sorcerer II Data Will Double Number of Proteins in GenBank!
  • 36. Calit2’s Direct Access Core Architecture Will Create Next Generation Metagenomics Server Sargasso Sea Data Sorcerer II Expedition Dedicated (GOS) Compute Farm Traditional User (1000s of CPUs) JGI Community W E B PORTAL Sequencing Project + Web Services Moore Marine Data- Request 10 GigE Microbial Project Base Fabric Response Farm NASA and NOAA Local Satellite Data Environment Flat File Community Microbial Direct Server Web Metagenomics Data Access Farm Lambda (other service) Cnxns Local Cluster TeraGrid: Cyberinfrastructure Backplane (scheduled activities, e.g. all by all comparison) (10,000s of CPUs) Source: Phil Papadopoulos, SDSC, Calit2
  • 37. CAMERA Builds on Cyberinfrastructure Grid, Workflow, and Portal Projects in a Service Oriented Architecture National Biomedical Computation Resource an NIH supported resource center Located in Calit2@UCSD Building Cyberinfrastructure: Raw Resources, Middleware & Execution Environment Virtual Organizations Workflow Management Web Services NBCR Rocks Clusters Vision Telescience Portal KEPLER
  • 38. “Instant” Global Microbial Metagenomics CyberCommunity Over 1300 Registered Users From 48 Countries USA 761 United Kingdom 64 Germany 54 Canada 46 France 44 Brazil 33
  • 39. An Emerging High Performance Collaboratory for Microbial Metagenomics UW OptIPortals UMich UIC EVL MIT UC Davis JCVI UCI SIO UCSD SDSU OptIPortal CICESE
  • 40. e-Science Collaboratory Without Walls Enabled by Uncompressed HD Telepresence 1500 Mbits/sec Calit2 to UW Research Channel Over NLR May 23, 2007 John Delaney, PI LOOKING, Neptune Photo: Harry Ammons, SDSC
  • 41. Goal for SC’07 iHDTV Integrated into OptIPortal Moving from Compressed HD to Uncompressed iHDTV Reno to UW in Seattle Source: Michael Wellings Research Channel Univ. Washington
  • 42. Rocks / SAGE OptIPortals Are Being Adopted Globally KISTI-Korea UZurich CNIC-China AIST-Japan NCHC-Taiwan NCSA & Osaka U-Japan TRECC UIC Calit2@UCI Calit2@UCSD NCMIR@UCSD SIO@UCSD
  • 43. EVL’s SAGE Global Visualcasting to Europe September 2007 Gigabit Streams Image Viewing Image Viewing Image Image Image Image Source Replication Viewing Viewing OptIPortals at OptIPortal at EVL Russian OptIPuter OptIPuter OptIPortal OptIPortal at Chicago Academy of servers at SAGE- at SARA Masaryk Sciences CALIT2 Bridge at Amsterdam University Moscow San Diego StarLight Brno Oct 1 Chicago Source: Luc Renambot, EVL
  • 44. 3D OptIPortals: Calit2 StarCAVE and Varrier Alpha Tests of Telepresence “Holodecks” Connected at 160 Gb/s Source: Tom DeFanti, Greg Dawe, Calit2 30 HD Projectors! 60 GB Texture Memory, Renders Images 3,200 Times the Speed of Single PC
  • 45. How Do You Get From Your Lab to the National LambdaRail? “Research is being stalled by ‘information overload,’ Mr. Bement said, because data from digital instruments are piling up far faster than researchers can study. In particular, he said, campus networks need to be improved. High-speed data lines crossing the nation are the equivalent of six-lane superhighways, he said. But networks at colleges and universities are not so capable. “Those massive conduits are reduced to two-lane roads at most college and university campuses,” he said. Improving cyberinfrastructure, he said, “will transform the capabilities of campus-based scientists.” -- Arden Bement, the director of the National Science Foundation www.ctwatch.org
  • 46. Detailed Backup Slides on CENIC and UCSD Campus Infrastructure
  • 47. Interconnecting Regional Optical Networks Is Driving Campus Optical Infrastructure Deployment 1999 CENIC 2008 http://paintsquirrel.ucs.indiana.edu/RON/fiber_map_draft.pdf
  • 48. California (CENIC) Network Directions • More Bandwidth to Research University Campuses – One or Two 10GE Connections to Every Campus • More Bandwidth on the Backbone – 40Gbps Or 100Gbps • Support for New Protocols and Features – IPv6 Multicast – Jumbo Frames: 9000 (or More) Bytes • “Hybrid Network” Design, Incorporating Traditional Routed IP Service and the New Frame and Optical Circuit Services: – “HPRng-L3” = Routed IP Network – “HPRng-L2” = Switched Ethernet Network – “HPRng-L1” = Switched Optical Network CalREN-XD Source: Jim Dolgonas, CENIC
  • 49. CENIC Switched Ethernet Network HPRng-L2 Design Source: Jim Dolgonas, CENIC
  • 50. CENIC Switched Optical Network HPRng-L1 design Source: Jim Dolgonas, CENIC
  • 51. Campus Preparations Needed to Accept CENIC CalREN Handoff to Campus Source: Jim Dolgonas, CENIC
  • 52. Current UCSD Experimental Optical Core: Ready to Couple to CENIC L1, L2, L3 Services Goals by 2008: CENIC L1, L2 >= 50 endpoints at 10 GigE Services >= 32 Packet switched >= 32 Switched wavelengths Lucent >= 300 Connected endpoints Glimmerglass Approximately 0.5 TBit/s Arrive at the “Optical” Center of Campus Switching will be a Hybrid Combination of: Packet, Lambda, Circuit -- Force10 OOO and Packet Switches Already in Place Funded by NSF MRI Grant Cisco 6509 OptIPuter Border Router Source: Phil Papadopoulos, SDSC/Calit2 (Quartzite PI, OptIPuter co-PI)
  • 53. Planned UCSD Production Campus Cyberinfrastructure Supporting Data Intensive Biomedical Research Active Data Replication N x 10 Gbit Nx Eco-Friendly 10 Gb G bit Storage and it 0 N x1 Compute “Network in a box” Wide-Area 10G • > 200 Connections 10 Gigabit • CENIC/HPRng • DWDM or Gray Optics L2/L3 • NLR Cavewave On-Demand Switch • I2 NewNet Sing • Cinegrid Physical le 1 0 Gb •… Connections it Your Lab Here Microarray Source: Phil Papadopoulos, SDSC/Calit2; Elazar Harel, UCSD
  • 54. Nearly One Half Billion Pixels in Calit2 Extreme Visualization Project! Connected at 2,000 Megabits/s! UC San Diego UC Irvine UCI HIPerWall Analyzing Pre- and Post- Katrina Falko Kuester, UCSD; Steven Jenks, UCI
  • 55. Calit2/SDSC Proposal to Create a UC Cyberinfrastructure of OptIPuter “On-Ramps” to TeraGrid Resources OptIPuter + CalREN-XD + TeraGrid = “OptiGrid” UC Davis UC Berkeley UC San Francisco UC Merced UC Santa Cruz UC Los Angeles UC Santa Barbara UC Riverside UC Irvine Creating a Critical Mass of End Users UC San Diego on a Secure LambdaGrid Source: Fran Berman, SDSC , Larry Smarr, Calit2