SlideShare una empresa de Scribd logo
1 de 28
“ Genomic Research: The Jump to Light Speed " Invited Talk  Genomes, Medicine, and the Environment Conference 2005  Hilton Head, SC October 19, 2005 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology; Harry E. Gruber Professor,  Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD
Genomic Data Is Growing Rapidly,  But  Metagenomics Will Vastly Increase The Scale… GenBank Protein Data Bank www.rcsb.org/pdb/holdings.html www.ncbi.nlm.nih.gov/Genbank 100 Billion Bases! Total Data < 1TB
Metagenomics Will Couple to Earth Observations  Which Add Several TBs/Day Source: Glenn Iona, EOSDIS Element Evolution  Technical Working Group January 6-7, 2005
Challenge: Average Throughput of NASA Data Products  to End User is Only < 50 Megabits/s  Tested from GSFC-ICESAT January 2005 http://ensight.eos.nasa.gov/Missions/icesat/index.shtml
Solution: Individual 1 or 10Gbps Lightpaths  -- “Lambdas on Demand” ( WDM) Source: Steve Wallach, Chiaro Networks “ Lambdas”
National Lambda Rail (NLR) and TeraGrid Provides  Cyberinfrastructure Backbone for U.S. Researchers San Francisco Pittsburgh Cleveland San Diego Los Angeles Portland Seattle Pensacola Baton Rouge Houston San Antonio Las Cruces / El Paso Phoenix New York City Washington, DC Raleigh Jacksonville Dallas Tulsa Atlanta Kansas City Denver Ogden/ Salt Lake City Boise Albuquerque UC-TeraGrid UIC/NW-Starlight Chicago International  Collaborators NLR 4 x 10Gb Lambdas Initially Capable of 40 x 10Gb wavelengths at Buildout NSF’s TeraGrid Has 4 x 10Gb  Lambda Backbone  Links Two Dozen State and Regional Optical Networks DOE, NSF, & NASA Using NLR
The Global Lambda Integrated Facility (GLIF)  Creates MetaComputers on the Scale of Planet Earth  Many Countries are Interconnecting Optical Research Networks  to form a Global SuperNetwork www.glif.is Created in Reykjavik, Iceland 2003 www.glif.is Created in Reykjavik, Iceland 2003
Two New Calit2 Buildings Will Provide  a Persistent Collaboration “Living Laboratory” ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Bioengineering UC San Diego UC Irvine Learning to Live on Lambdas
[object Object],[object Object],[object Object],The Networking Double Header of the Century  Is Driven by LambdaGrid Applications i Grid  2 oo 5 T   H   E  G   L   O   B   A   L  L   A   M   B   D   A  I   N   T   E   G   R   A   T   E   D  F   A   C   I   L   I   T   Y   Maxine Brown, Tom DeFanti, Co-Organizers www.startap.net/igrid2005/ http://sc05.supercomp.org
First Trans-Pacific Super High Definition  Telepresence Meeting Over 1 Gbps Lambda SHD=  4x HD Sony  NTT  SGI Keio University  President Anzai UCSD  Chancellor Fox
Lambdas Enable First Remote Interactive High Definition Video Exploration of Deep Sea Vents Source John Delaney & Deborah Kelley, UWash Canadian-U.S. Collaboration Ginger Armbrust (Talk on Monday) was on VISIONS ’05 Voyage
A Near Future Metagenomics  Lambda-Enabled Data Generator Source John Delaney, UWash
NSF’s Ocean Observatories Initiative (OOI) Envisions Global, Regional, and Coastal Scales LEO15 Inset Courtesy of Rutgers University, Institute of Marine and Coastal Sciences
Adding Web and Grid Services to Lambdas  to Provide Real Time Control of Ocean Observatories ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],LOOKING:  ( L aboratory for the  O cean  O bservatory  K nowledge  In tegration  G rid) www.neptune.washington.edu http://lookingtosea.ucsd.edu/
Use SCCOOS As Prototype  for Coastal Zone Data Assimilation Testbed www.sccoos.org Goal: Link SCCOOS Sites with LambdaGrid to Prototype Future Ocean and Earth Sciences  Observing System Yellow—Proposed Initial Lambda Backbone
Use OptIPuter to Couple Data Assimilation Models  to Remote Data Sources Including Biology Regional Ocean Modeling System (ROMS)  http://ourocean.jpl.nasa.gov/ NASA MODIS Mean Primary Productivity  for April 2001 in California Current System
The OptIPuter Project –    Creating a LambdaGrid “Web” for Gigabyte Data Objects ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],NIH Biomedical Informatics NSF EarthScope and ORION Research Network
Calit2 Intends to Jump Beyond Traditional Web-Accessible Databases Data  Backend (DB, Files) W E B  PORTAL (pre-filtered,  queries metadata) Response Request + many others Source: Phil Papadopoulos, SDSC, Calit2 BIRN PDB NCBI Genbank
Calit2’s Direct Access Core Architecture  Creates Next Generation Metagenomics Server Traditional User Response Request Source: Phil Papadopoulos, SDSC, Calit2 Proposed System Joint with  Venter Institute, SIO, and Moore Foundation TeraGrid: Cyberinfrastructure Backplane (scheduled activities, e.g. all by all comparison) (10000s of CPUs)  Web (other service) Local  Cluster Local Environment Direct Access  Lambda Cnxns Campus Grid OptIPuter Campus Cloud Flat File Server Farm W E B  PORTAL + Web Services Dedicated Compute Farm (100s of CPUs) Data- Base Farm 10 GigE  Fabric
Vast Data Sets Will Require High Resolution Data Analysis Facilities SDSC SIO Newsday Photo Ira Schwarz Celera  Control Room Cal-(IT) 2   Control Room Cox Communications Teraburst Networks Panoram Technologies From Smarr Talk 2000
Realizing the Dream: High Resolution Portals to Global Science Data 650 Mpixel 2-Photon Microscopy  Montage of HeLa Cultured Cancer Cells Green: Actin Red: Microtubles Light Blue: DNA Source: Mark Ellisman, David Lee, Jason Leigh, Tom Deerinck
Scalable Displays Being Developed  for Multi-Scale Biomedical Imaging Green: Purkinje Cells Red: Glial Cells Light Blue: Nuclear DNA Source: Mark Ellisman, David Lee, Jason 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 300 MPixel Image!
Scalable Displays Allow Both  Global Content and Fine Detail Source: Mark Ellisman, David Lee, Jason Leigh 30 MPixel SunScreen Display Driven by a 20-node Sun Opteron Visualization Cluster
Allows for Interactive Zooming  from Cerebellum to Individual Neurons Source: Mark Ellisman, David Lee, Jason Leigh
Metagenomics “Extreme Assembly”  Requires Large Amount of Pixel Real Estate Source: Karin Remington J. Craig Venter Institute Prochlorococcus Microbacterium Burkholderia Rhodobacter SAR-86 unknown unknown
Metagenomics Requires a Global View of Data  and the Ability to Zoom Into Detail Interactively Overlay of Metagenomics Data onto Sequenced Reference Genomes (This Image: Prochloroccocus marinus MED4) Source: Karin Remington J. Craig Venter Institute
OptIPuter Scalable Adaptive Graphics Environment (SAGE) Allows Integration of HD Streams LambdaCam Used to Capture the Tiled Display on a Web Browser ,[object Object],[object Object],[object Object],[object Object],[object Object],Source: David Lee,  NCMIR, UCSD SAGE Developed Under  Jason Leigh, EVL
Extending Telepresence with  Remote Interactive Analysis of Data Over NLR SIO/UCSD NASA  Goddard www.calit2.net/articles/article.php?id=660 August 8, 2005 HDTV Over  Lambda OptIPuter  Visualized  Data 25 Miles Venter Institute

Más contenido relacionado

La actualidad más candente

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
 
Cyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled ObservatoriesCyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled ObservatoriesLarry Smarr
 
Pacific Wave and PRP Update Big News for Big Data
Pacific Wave and PRP Update Big News for Big DataPacific Wave and PRP Update Big News for Big Data
Pacific Wave and PRP Update Big News for Big DataLarry 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
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyLarry Smarr
 
Calit2--Helping the University of California Drive Innovation in California
Calit2--Helping the University of California Drive Innovation in CaliforniaCalit2--Helping the University of California Drive Innovation in California
Calit2--Helping the University of California Drive Innovation in CaliforniaLarry Smarr
 
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...Larry Smarr
 
Creating a Science-Driven Big Data Superhighway
Creating a Science-Driven Big Data SuperhighwayCreating a Science-Driven Big Data Superhighway
Creating a Science-Driven Big Data SuperhighwayLarry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesLarry Smarr
 
High Resolution Multimedia in a Ultra Bandwidth World
High Resolution Multimedia in a Ultra Bandwidth WorldHigh Resolution Multimedia in a Ultra Bandwidth World
High Resolution Multimedia in a Ultra Bandwidth WorldLarry Smarr
 
Briefing to External Relations Staff
Briefing to External Relations StaffBriefing to External Relations Staff
Briefing to External Relations StaffLarry Smarr
 
Calit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired InternetCalit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired InternetLarry Smarr
 
Global Cyberinfrastructure to Support e-Research
Global Cyberinfrastructure to Support e-ResearchGlobal Cyberinfrastructure to Support e-Research
Global Cyberinfrastructure to Support e-ResearchLarry Smarr
 
The Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental AwarenessThe Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental AwarenessLarry Smarr
 
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive Computing
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive ComputingSC21: Larry Smarr on The Rise of Supernetwork Data Intensive Computing
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive ComputingLarry Smarr
 
Blowing up the Box--the Emergence of the Planetary Computer
Blowing up the Box--the Emergence of the Planetary ComputerBlowing up the Box--the Emergence of the Planetary Computer
Blowing up the Box--the Emergence of the Planetary ComputerLarry Smarr
 
Living in a World of Nanobioinfotechnology
Living in a World of NanobioinfotechnologyLiving in a World of Nanobioinfotechnology
Living in a World of NanobioinfotechnologyLarry Smarr
 
Pacific Research Platform Science Drivers
Pacific Research Platform Science DriversPacific Research Platform Science Drivers
Pacific Research Platform Science DriversLarry Smarr
 
The Pacific Research Platform
The Pacific Research PlatformThe Pacific Research Platform
The Pacific Research PlatformLarry Smarr
 

La actualidad más candente (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
 
Cyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled ObservatoriesCyberinfrastructure for Ocean Cabled Observatories
Cyberinfrastructure for Ocean Cabled Observatories
 
Pacific Wave and PRP Update Big News for Big Data
Pacific Wave and PRP Update Big News for Big DataPacific Wave and PRP Update Big News for Big Data
Pacific Wave and PRP Update Big News for Big Data
 
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
 
Emerging Trends
Emerging TrendsEmerging Trends
Emerging Trends
 
Coupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation EconomyCoupling Australia’s Researchers to the Global Innovation Economy
Coupling Australia’s Researchers to the Global Innovation Economy
 
Calit2--Helping the University of California Drive Innovation in California
Calit2--Helping the University of California Drive Innovation in CaliforniaCalit2--Helping the University of California Drive Innovation in California
Calit2--Helping the University of California Drive Innovation in California
 
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...
Analyzing Large Earth Data Sets: New Tools from the OptiPuter and LOOKING Pro...
 
Creating a Science-Driven Big Data Superhighway
Creating a Science-Driven Big Data SuperhighwayCreating a Science-Driven Big Data Superhighway
Creating a Science-Driven Big Data Superhighway
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 
High Resolution Multimedia in a Ultra Bandwidth World
High Resolution Multimedia in a Ultra Bandwidth WorldHigh Resolution Multimedia in a Ultra Bandwidth World
High Resolution Multimedia in a Ultra Bandwidth World
 
Briefing to External Relations Staff
Briefing to External Relations StaffBriefing to External Relations Staff
Briefing to External Relations Staff
 
Calit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired InternetCalit2: a View Into the Future of the Wired and Unwired Internet
Calit2: a View Into the Future of the Wired and Unwired Internet
 
Global Cyberinfrastructure to Support e-Research
Global Cyberinfrastructure to Support e-ResearchGlobal Cyberinfrastructure to Support e-Research
Global Cyberinfrastructure to Support e-Research
 
The Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental AwarenessThe Coming Revolution in Environmental Awareness
The Coming Revolution in Environmental Awareness
 
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive Computing
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive ComputingSC21: Larry Smarr on The Rise of Supernetwork Data Intensive Computing
SC21: Larry Smarr on The Rise of Supernetwork Data Intensive Computing
 
Blowing up the Box--the Emergence of the Planetary Computer
Blowing up the Box--the Emergence of the Planetary ComputerBlowing up the Box--the Emergence of the Planetary Computer
Blowing up the Box--the Emergence of the Planetary Computer
 
Living in a World of Nanobioinfotechnology
Living in a World of NanobioinfotechnologyLiving in a World of Nanobioinfotechnology
Living in a World of Nanobioinfotechnology
 
Pacific Research Platform Science Drivers
Pacific Research Platform Science DriversPacific Research Platform Science Drivers
Pacific Research Platform Science Drivers
 
The Pacific Research Platform
The Pacific Research PlatformThe Pacific Research Platform
The Pacific Research Platform
 

Destacado

Genomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living OceanGenomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living OceanLarry Smarr
 
Calit2-Living in the Future
Calit2-Living in the FutureCalit2-Living in the Future
Calit2-Living in the FutureLarry 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
 
My Experiences Quantifying My Sleep States
My Experiences Quantifying My Sleep StatesMy Experiences Quantifying My Sleep States
My Experiences Quantifying My Sleep StatesLarry Smarr
 
The Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeThe Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeLarry Smarr
 
Calit2: a SoCal UC Infrastructure for Innovation
Calit2: a SoCal UC Infrastructure for InnovationCalit2: a SoCal UC Infrastructure for Innovation
Calit2: a SoCal UC Infrastructure for InnovationLarry Smarr
 
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
 
The Disruptive Transition to Intelligent, Secure, Low Carbon, and Climate Ada...
The Disruptive Transition to Intelligent, Secure, Low Carbon, and Climate Ada...The Disruptive Transition to Intelligent, Secure, Low Carbon, and Climate Ada...
The Disruptive Transition to Intelligent, Secure, Low Carbon, and Climate Ada...Larry Smarr
 
A Gigabit in Every Home—The Emergence of True Broadband
A Gigabit in Every Home—The Emergence of True BroadbandA Gigabit in Every Home—The Emergence of True Broadband
A Gigabit in Every Home—The Emergence of True BroadbandLarry Smarr
 
Envisioning the Future
Envisioning the FutureEnvisioning the Future
Envisioning the FutureLarry Smarr
 
Digital Infrastructure in a Carbon Constrained World
Digital Infrastructure in a Carbon Constrained WorldDigital Infrastructure in a Carbon Constrained World
Digital Infrastructure in a Carbon Constrained WorldLarry Smarr
 
High Performance Cyberinfrastructure Enables Data-Driven Science in the Globa...
High Performance Cyberinfrastructure Enables Data-Driven Science in the Globa...High Performance Cyberinfrastructure Enables Data-Driven Science in the Globa...
High Performance Cyberinfrastructure Enables Data-Driven Science in the Globa...Larry Smarr
 
How Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchHow Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchLarry Smarr
 
Personal Data Tracking and the Digital Transformation of Healthcare
Personal Data Tracking and the Digital Transformation of HealthcarePersonal Data Tracking and the Digital Transformation of Healthcare
Personal Data Tracking and the Digital Transformation of HealthcareLarry Smarr
 
Assay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and BiomesAssay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and BiomesLarry Smarr
 
The Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeThe Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeLarry Smarr
 
Becoming a Quantified Self
Becoming a Quantified SelfBecoming a Quantified Self
Becoming a Quantified SelfLarry Smarr
 
21st Century e-Knowledge Requires a High Performance e-Infrastructure
21st Century e-Knowledge Requires a High Performance e-Infrastructure21st Century e-Knowledge Requires a High Performance e-Infrastructure
21st Century e-Knowledge Requires a High Performance e-InfrastructureLarry 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
 
Ceoa Nov 2005 Final Small
Ceoa Nov 2005 Final SmallCeoa Nov 2005 Final Small
Ceoa Nov 2005 Final SmallLarry Smarr
 

Destacado (20)

Genomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living OceanGenomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living Ocean
 
Calit2-Living in the Future
Calit2-Living in the FutureCalit2-Living in the Future
Calit2-Living in the Future
 
Calit2: An Experiment in Social Networks
Calit2: An Experiment in Social NetworksCalit2: An Experiment in Social Networks
Calit2: An Experiment in Social Networks
 
My Experiences Quantifying My Sleep States
My Experiences Quantifying My Sleep StatesMy Experiences Quantifying My Sleep States
My Experiences Quantifying My Sleep States
 
The Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeThe Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate Change
 
Calit2: a SoCal UC Infrastructure for Innovation
Calit2: a SoCal UC Infrastructure for InnovationCalit2: a SoCal UC Infrastructure for Innovation
Calit2: a SoCal UC Infrastructure for Innovation
 
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
 
The Disruptive Transition to Intelligent, Secure, Low Carbon, and Climate Ada...
The Disruptive Transition to Intelligent, Secure, Low Carbon, and Climate Ada...The Disruptive Transition to Intelligent, Secure, Low Carbon, and Climate Ada...
The Disruptive Transition to Intelligent, Secure, Low Carbon, and Climate Ada...
 
A Gigabit in Every Home—The Emergence of True Broadband
A Gigabit in Every Home—The Emergence of True BroadbandA Gigabit in Every Home—The Emergence of True Broadband
A Gigabit in Every Home—The Emergence of True Broadband
 
Envisioning the Future
Envisioning the FutureEnvisioning the Future
Envisioning the Future
 
Digital Infrastructure in a Carbon Constrained World
Digital Infrastructure in a Carbon Constrained WorldDigital Infrastructure in a Carbon Constrained World
Digital Infrastructure in a Carbon Constrained World
 
High Performance Cyberinfrastructure Enables Data-Driven Science in the Globa...
High Performance Cyberinfrastructure Enables Data-Driven Science in the Globa...High Performance Cyberinfrastructure Enables Data-Driven Science in the Globa...
High Performance Cyberinfrastructure Enables Data-Driven Science in the Globa...
 
How Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchHow Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific Research
 
Personal Data Tracking and the Digital Transformation of Healthcare
Personal Data Tracking and the Digital Transformation of HealthcarePersonal Data Tracking and the Digital Transformation of Healthcare
Personal Data Tracking and the Digital Transformation of Healthcare
 
Assay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and BiomesAssay Lab Within Your Body: Biometrics and Biomes
Assay Lab Within Your Body: Biometrics and Biomes
 
The Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate ChangeThe Growing Interdependence of the Internet and Climate Change
The Growing Interdependence of the Internet and Climate Change
 
Becoming a Quantified Self
Becoming a Quantified SelfBecoming a Quantified Self
Becoming a Quantified Self
 
21st Century e-Knowledge Requires a High Performance e-Infrastructure
21st Century e-Knowledge Requires a High Performance e-Infrastructure21st Century e-Knowledge Requires a High Performance e-Infrastructure
21st Century e-Knowledge Requires a High Performance e-Infrastructure
 
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
 
Ceoa Nov 2005 Final Small
Ceoa Nov 2005 Final SmallCeoa Nov 2005 Final Small
Ceoa Nov 2005 Final Small
 

Similar a Genomic Research: The Jump to Light Speed

Genomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living OceanGenomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living OceanLarry Smarr
 
The Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
The Future of the Internet and its Impact on Digitally Enabled Genomic MedicineThe Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
The Future of the Internet and its Impact on Digitally Enabled Genomic MedicineLarry Smarr
 
High Performance Collaboration
High Performance CollaborationHigh Performance Collaboration
High Performance CollaborationLarry Smarr
 
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...Larry Smarr
 
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 Project: From the Grid to the LambdaGrid
The OptIPuter Project: From the Grid to the LambdaGridThe OptIPuter Project: From the Grid to the LambdaGrid
The OptIPuter Project: From the Grid to the LambdaGridLarry Smarr
 
OptIPuter: Metagenomics at Light Speed
OptIPuter: Metagenomics at Light SpeedOptIPuter: Metagenomics at Light Speed
OptIPuter: Metagenomics at Light SpeedLarry Smarr
 
Building an Information Infrastructure to Support Microbial Metagenomic Sciences
Building an Information Infrastructure to Support Microbial Metagenomic SciencesBuilding an Information Infrastructure to Support Microbial Metagenomic Sciences
Building an Information Infrastructure to Support Microbial Metagenomic SciencesLarry Smarr
 
Cyberinfrastructure for Ocean Observing
Cyberinfrastructure for Ocean ObservingCyberinfrastructure for Ocean Observing
Cyberinfrastructure for Ocean ObservingLarry Smarr
 
Why Researchers are Using Advanced Networks
Why Researchers are Using Advanced NetworksWhy Researchers are Using Advanced Networks
Why Researchers are Using Advanced NetworksLarry Smarr
 
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
 
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...Larry Smarr
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesLarry Smarr
 
Calit2 - The First Five Years
Calit2 - The First Five YearsCalit2 - The First Five Years
Calit2 - The First Five YearsLarry 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
 
Living in the Future
Living in the FutureLiving in the Future
Living in the FutureLarry Smarr
 
Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...Larry Smarr
 
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...Larry Smarr
 
A Mobile Internet Powered by a Planetary Computer
A Mobile Internet Powered by a Planetary ComputerA Mobile Internet Powered by a Planetary Computer
A Mobile Internet Powered by a Planetary ComputerLarry Smarr
 
How Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchHow Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchLarry Smarr
 

Similar a Genomic Research: The Jump to Light Speed (20)

Genomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living OceanGenomics at the Speed of Light: Understanding the Living Ocean
Genomics at the Speed of Light: Understanding the Living Ocean
 
The Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
The Future of the Internet and its Impact on Digitally Enabled Genomic MedicineThe Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
The Future of the Internet and its Impact on Digitally Enabled Genomic Medicine
 
High Performance Collaboration
High Performance CollaborationHigh Performance Collaboration
High Performance Collaboration
 
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
The Jump to Light Speed - Data Intensive Earth Sciences are Leading the Way t...
 
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 Project: From the Grid to the LambdaGrid
The OptIPuter Project: From the Grid to the LambdaGridThe OptIPuter Project: From the Grid to the LambdaGrid
The OptIPuter Project: From the Grid to the LambdaGrid
 
OptIPuter: Metagenomics at Light Speed
OptIPuter: Metagenomics at Light SpeedOptIPuter: Metagenomics at Light Speed
OptIPuter: Metagenomics at Light Speed
 
Building an Information Infrastructure to Support Microbial Metagenomic Sciences
Building an Information Infrastructure to Support Microbial Metagenomic SciencesBuilding an Information Infrastructure to Support Microbial Metagenomic Sciences
Building an Information Infrastructure to Support Microbial Metagenomic Sciences
 
Cyberinfrastructure for Ocean Observing
Cyberinfrastructure for Ocean ObservingCyberinfrastructure for Ocean Observing
Cyberinfrastructure for Ocean Observing
 
Why Researchers are Using Advanced Networks
Why Researchers are Using Advanced NetworksWhy Researchers are Using Advanced Networks
Why Researchers are Using Advanced Networks
 
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
 
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
Cyberinfrastructure for Advanced Marine Microbial Ecology Research and Analys...
 
Cyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean ObservatoriesCyberinfrastructure to Support Ocean Observatories
Cyberinfrastructure to Support Ocean Observatories
 
Calit2 - The First Five Years
Calit2 - The First Five YearsCalit2 - The First Five Years
Calit2 - The First Five Years
 
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
 
Living in the Future
Living in the FutureLiving in the Future
Living in the Future
 
Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...Positioning University of California Information Technology for the Future: S...
Positioning University of California Information Technology for the Future: S...
 
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...
The Academic and R&D Sectors' Current and Future Broadband and Fiber Access N...
 
A Mobile Internet Powered by a Planetary Computer
A Mobile Internet Powered by a Planetary ComputerA Mobile Internet Powered by a Planetary Computer
A Mobile Internet Powered by a Planetary Computer
 
How Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific ResearchHow Global-Scale Personal Lightwaves are Transforming Scientific Research
How Global-Scale Personal Lightwaves are Transforming Scientific Research
 

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

Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better StrongerModern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better Strongerpanagenda
 
React Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkReact Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkPixlogix Infotech
 
Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Kaya Weers
 
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...Wes McKinney
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security ObservabilityGlenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security Observabilityitnewsafrica
 
QCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architecturesQCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architecturesBernd Ruecker
 
Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Farhan Tariq
 
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...itnewsafrica
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality AssuranceInflectra
 
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical InfrastructureVarsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructureitnewsafrica
 
Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024TopCSSGallery
 
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentEmixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentPim van der Noll
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfpanagenda
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 

Último (20)

Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better StrongerModern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
 
React Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkReact Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App Framework
 
Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)
 
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security ObservabilityGlenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
 
QCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architecturesQCon London: Mastering long-running processes in modern architectures
QCon London: Mastering long-running processes in modern architectures
 
Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...
 
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...Zeshan Sattar- Assessing the skill requirements and industry expectations for...
Zeshan Sattar- Assessing the skill requirements and industry expectations for...
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
 
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical InfrastructureVarsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
 
Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024
 
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentEmixa Mendix Meetup 11 April 2024 about Mendix Native development
Emixa Mendix Meetup 11 April 2024 about Mendix Native development
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 

Genomic Research: The Jump to Light Speed

  • 1. “ Genomic Research: The Jump to Light Speed &quot; Invited Talk Genomes, Medicine, and the Environment Conference 2005 Hilton Head, SC October 19, 2005 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology; Harry E. Gruber Professor, Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD
  • 2. Genomic Data Is Growing Rapidly, But Metagenomics Will Vastly Increase The Scale… GenBank Protein Data Bank www.rcsb.org/pdb/holdings.html www.ncbi.nlm.nih.gov/Genbank 100 Billion Bases! Total Data < 1TB
  • 3. Metagenomics Will Couple to Earth Observations Which Add Several TBs/Day Source: Glenn Iona, EOSDIS Element Evolution Technical Working Group January 6-7, 2005
  • 4. Challenge: Average Throughput of NASA Data Products to End User is Only < 50 Megabits/s Tested from GSFC-ICESAT January 2005 http://ensight.eos.nasa.gov/Missions/icesat/index.shtml
  • 5. Solution: Individual 1 or 10Gbps Lightpaths -- “Lambdas on Demand” ( WDM) Source: Steve Wallach, Chiaro Networks “ Lambdas”
  • 6. National Lambda Rail (NLR) and TeraGrid Provides Cyberinfrastructure Backbone for U.S. Researchers San Francisco Pittsburgh Cleveland San Diego Los Angeles Portland Seattle Pensacola Baton Rouge Houston San Antonio Las Cruces / El Paso Phoenix New York City Washington, DC Raleigh Jacksonville Dallas Tulsa Atlanta Kansas City Denver Ogden/ Salt Lake City Boise Albuquerque UC-TeraGrid UIC/NW-Starlight Chicago International Collaborators NLR 4 x 10Gb Lambdas Initially Capable of 40 x 10Gb wavelengths at Buildout NSF’s TeraGrid Has 4 x 10Gb Lambda Backbone Links Two Dozen State and Regional Optical Networks DOE, NSF, & NASA Using NLR
  • 7. The Global Lambda Integrated Facility (GLIF) Creates MetaComputers on the Scale of Planet Earth Many Countries are Interconnecting Optical Research Networks to form a Global SuperNetwork www.glif.is Created in Reykjavik, Iceland 2003 www.glif.is Created in Reykjavik, Iceland 2003
  • 8.
  • 9.
  • 10. First Trans-Pacific Super High Definition Telepresence Meeting Over 1 Gbps Lambda SHD= 4x HD Sony NTT SGI Keio University President Anzai UCSD Chancellor Fox
  • 11. Lambdas Enable First Remote Interactive High Definition Video Exploration of Deep Sea Vents Source John Delaney & Deborah Kelley, UWash Canadian-U.S. Collaboration Ginger Armbrust (Talk on Monday) was on VISIONS ’05 Voyage
  • 12. A Near Future Metagenomics Lambda-Enabled Data Generator Source John Delaney, UWash
  • 13. NSF’s Ocean Observatories Initiative (OOI) Envisions Global, Regional, and Coastal Scales LEO15 Inset Courtesy of Rutgers University, Institute of Marine and Coastal Sciences
  • 14.
  • 15. Use SCCOOS As Prototype for Coastal Zone Data Assimilation Testbed www.sccoos.org Goal: Link SCCOOS Sites with LambdaGrid to Prototype Future Ocean and Earth Sciences Observing System Yellow—Proposed Initial Lambda Backbone
  • 16. Use OptIPuter to Couple Data Assimilation Models to Remote Data Sources Including Biology Regional Ocean Modeling System (ROMS) http://ourocean.jpl.nasa.gov/ NASA MODIS Mean Primary Productivity for April 2001 in California Current System
  • 17.
  • 18. Calit2 Intends to Jump Beyond Traditional Web-Accessible Databases Data Backend (DB, Files) W E B PORTAL (pre-filtered, queries metadata) Response Request + many others Source: Phil Papadopoulos, SDSC, Calit2 BIRN PDB NCBI Genbank
  • 19. Calit2’s Direct Access Core Architecture Creates Next Generation Metagenomics Server Traditional User Response Request Source: Phil Papadopoulos, SDSC, Calit2 Proposed System Joint with Venter Institute, SIO, and Moore Foundation TeraGrid: Cyberinfrastructure Backplane (scheduled activities, e.g. all by all comparison) (10000s of CPUs) Web (other service) Local Cluster Local Environment Direct Access Lambda Cnxns Campus Grid OptIPuter Campus Cloud Flat File Server Farm W E B PORTAL + Web Services Dedicated Compute Farm (100s of CPUs) Data- Base Farm 10 GigE Fabric
  • 20. Vast Data Sets Will Require High Resolution Data Analysis Facilities SDSC SIO Newsday Photo Ira Schwarz Celera Control Room Cal-(IT) 2 Control Room Cox Communications Teraburst Networks Panoram Technologies From Smarr Talk 2000
  • 21. Realizing the Dream: High Resolution Portals to Global Science Data 650 Mpixel 2-Photon Microscopy Montage of HeLa Cultured Cancer Cells Green: Actin Red: Microtubles Light Blue: DNA Source: Mark Ellisman, David Lee, Jason Leigh, Tom Deerinck
  • 22. Scalable Displays Being Developed for Multi-Scale Biomedical Imaging Green: Purkinje Cells Red: Glial Cells Light Blue: Nuclear DNA Source: Mark Ellisman, David Lee, Jason 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 300 MPixel Image!
  • 23. Scalable Displays Allow Both Global Content and Fine Detail Source: Mark Ellisman, David Lee, Jason Leigh 30 MPixel SunScreen Display Driven by a 20-node Sun Opteron Visualization Cluster
  • 24. Allows for Interactive Zooming from Cerebellum to Individual Neurons Source: Mark Ellisman, David Lee, Jason Leigh
  • 25. Metagenomics “Extreme Assembly” Requires Large Amount of Pixel Real Estate Source: Karin Remington J. Craig Venter Institute Prochlorococcus Microbacterium Burkholderia Rhodobacter SAR-86 unknown unknown
  • 26. Metagenomics Requires a Global View of Data and the Ability to Zoom Into Detail Interactively Overlay of Metagenomics Data onto Sequenced Reference Genomes (This Image: Prochloroccocus marinus MED4) Source: Karin Remington J. Craig Venter Institute
  • 27.
  • 28. Extending Telepresence with Remote Interactive Analysis of Data Over NLR SIO/UCSD NASA Goddard www.calit2.net/articles/article.php?id=660 August 8, 2005 HDTV Over Lambda OptIPuter Visualized Data 25 Miles Venter Institute