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“ The Future of the Internet and its Impact on Digitally Enabled Genomic Medicine" Invited Talk  InterWest Partners  Menlo Park, CA May 2, 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
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],The Internet Is Extending Throughout the Physical World A Mobile Internet Powered by a Planetary Computer “ The all optical fibersphere in the center finds its complement in the wireless ethersphere on the edge of the network.” --George Gilder
Where is Telecommunications Research Performed? A Historic Shift Source: Bob Lucky, Telcordia/SAIC U.S. Industry Non-U.S. Universities U.S.  Universities Percent Of The Papers Published  IEEE Transactions On Communications 70% 85%
Calit2 -- Research and Living Laboratories on the Future of the Internet www.calit2.net UC San Diego & UC Irvine Faculty Working in Multidisciplinary Teams With Students, Industry, and the Community
Two New Calit2 Buildings Will Provide  a Persistent Collaboration “Living Laboratory” ,[object Object],[object Object],[object Object],[object Object],[object Object],Bioengineering UC San Diego UC Irvine California Provided $100M for Buildings Industry Partners $85M, Federal Grants $250M
Innovation Driven by Calit2 Industrial Partners  Teaming with Academic Research and Education ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
I Will Be Able to Cover Only a Fraction  of the Calit2 Research Program ,[object Object],[object Object],[object Object]
Dedicated Optical Channels Makes  High Performance Cyberinfrastructure Possible Parallel Lambdas are Driving Optical Networking  The Way Parallel Processors Drove 1990s Computing ( WDM) Source: Steve Wallach, Chiaro Networks “ Lambdas”
From “Supercomputer–Centric”  to “Supernetwork-Centric” Cyberinfrastructure Megabit/s Gigabit/s Terabit/s Network Data Source: Timothy Lance, President, NYSERNet 32x10Gb “Lambdas” 1 GFLOP Cray2 60 TFLOP Altix Bandwidth of NYSERNet  Research Network Backbones T1 Optical WAN Research Bandwidth  Has Grown Much Faster Than  Supercomputer Speed! Computing Speed (GFLOPS)
Major Challenge for Data Intensive Science:  Bandwidth Barriers Between User and Remote Resources National Partnership for Advanced Computational Infrastructure Part of the UCSD CRBS   Center for Research on Biological Structure 10 Gbps Lambda Would  Provide 200x Increase Average File Transfer ~10-50 Mbps Over Internet2 Backbone NIH’s  B iomedical  I nformatics  R esearch  N etwork
NLR and TeraGrid Provides the Cyberinfrastructure Backbone for U.S. University 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
Global Lambda Integrated Facility (GLIF) Integrated Research Lambda Network Many Countries are Interconnecting Optical Research Networks  to form a Global SuperNetwork Visualization courtesy of Bob Patterson, NCSA www.glif.is Created in Reykjavik, Iceland 2003
[object Object],[object Object],[object Object],The Networking Double Header of the Century  Will Be 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
The OptIPuter Project –  Removing Bandwidth as an Obstacle In Data Intensive Sciences ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],NIH Biomedical Informatics NSF EarthScope and ORION http://ncmir.ucsd.edu/gallery.html siovizcenter.ucsd.edu/library/gallery/shoot1/index.shtml Research Network
The OptIPuter Project –  Removing Bandwidth as an Obstacle In Data Intensive Sciences ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],NIH Biomedical Informatics NSF EarthScope and ORION http://ncmir.ucsd.edu/gallery.html siovizcenter.ucsd.edu/library/gallery/shoot1/index.shtml Research Network
Opt ical Networking,  I nternet  P rotocol, Comp uter Bringing the Power of Lambdas to Users ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
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
OptIPuter LambdaVision 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
Toward an Interactive Gigapixel Display ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Source: Jason Leigh, Tom DeFanti, EVL@UIC OptIPuter Co-PIs NSF LambdaVision MRI@UIC Calit2 is Building a LambdaVision Wall in Each of the UCI & UCSD  Buildings
Campuses Must Provide Fiber Infrastructure  to End-User Laboratories & Large Rotating Data Stores SIO Ocean Supercomputer IBM Storage Cluster 2 Ten Gbps Campus Lambda Raceway Streaming Microscope Source: Phil Papadopoulos, SDSC, Calit2 UCSD Campus  LambdaStore  Architecture Global  LambdaGrid
The Optical Core of the UCSD Campus-Scale Testbed -- Evaluating Packet Routing versus Lambda Switching ,[object Object],[object Object],[object Object],[object Object],[object Object],Approximately 0.5 TBit/s Arrive at the “Optical” Center of Campus Switching will be a Hybrid Combination of:  Packet, Lambda, Circuit -- OOO and Packet Switches Already in Place Source: Phil Papadopoulos,  SDSC, Calit2 Funded by NSF MRI Grant Lucent Glimmerglass Chiaro Networks
OptIPuter Middleware Architecture--  The Challenge of Transforming Grids into LambdaGrids Distributed Applications/ Web Services Telescience Vol-a-Tile SAGE JuxtaView Visualization  Data Services LambdaRAM PIN/PDC Photonic  Infrastructure GTP XCP UDT LambdaStream CEP RBUDP DVC Configuration DVC API DVC Runtime Library Globus XIO DVC Services DVC Core Services DVC Job Scheduling DVC Communication Resource  Identify/Acquire Namespace Management Security Management High Speed Communication Storage Services GRAM GSI RobuStore
The OptIPuter LambdaGrid  is Rapidly Expanding  1 GE Lambda 10 GE Lambda Source: Greg Hidley, Aaron Chin, Calit2 UCSD StarLight Chicago UIC EVL NU CENIC  San Diego GigaPOP CalREN-XD 8 8 NetherLight Amsterdam U Amsterdam NASA Ames NASA Goddard NLR NLR 2 SDSU CICESE via CUDI CENIC/Abilene Shared Network PNWGP Seattle CAVEwave/NLR NASA JPL ISI   UCI CENIC  Los Angeles GigaPOP 2 2
Multiple HD Streams Over Lambdas  Will Radically Transform Global Collaboration U. Washington JGN II Workshop Osaka, Japan Jan 2005 Prof.  Osaka Prof. Aoyama Prof. Smarr Source: U Washington Research Channel Telepresence Using Uncompressed  1.5 Gbps HDTV Streaming Over IP on Fiber Optics-- 75x Home Cable “HDTV” Bandwidth!
Brain Imaging Collaboration -- UCSD & Osaka Univ.  Using Real-Time Instrument Steering and HDTV Southern California OptIPuter Most Powerful Electron Microscope in the World -- Osaka, Japan Source: Mark Ellisman, UCSD UCSD HDTV
Digitally Enabled Animal Observation:  Mouse Tracking in Calit2 Smart Vivarium ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],mean covariance Source: Serge Belongie, CSE UCSD
An Explosion in Wireless Internet Connectivity  is Occuring Broadband Cellular Internet Plus… Distance/Topology/Segments  CBD/Dense  Urban Urban Industrial Suburban Residential Suburban Rural 10  Gbps 1 Gbps 100 Mbps 10 Mbps Short <1km Short/Medium 1-2km Medium 2-5 km Medium/Long >5 km Long >10 km 802.11 a/b/g Point to Point Microwave $2B-$3B/Year Fiber – Multi-billion $ E-Band Market Opportunity   $1B+ Market Demand 802.16 “Wi-Max” FSO & 60GHz Radio ~$300M   $2-$4B in 5 years
The Calit2@UCSD Building  Was Designed for the Wireless Age ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Building Materials Were Chosen  To Maximize Radio Penetration
The CWC Provides Calit2 With Deep Research  in Many Component Areas Two Dozen ECE and CSE Faculty LOW-POWERED CIRCUITRY ANTENNAS AND  PROPAGATION COMMUNICATION THEORY COMMUNICATION NETWORKS MULTIMEDIA APPLICATIONS RF Mixed A/D ASIC Materials Smart Antennas Adaptive Arrays Modulation Channel Coding Multiple Access Compression Architecture Media Access Scheduling End-to-End QoS Hand-Off Changing Environment Protocols Multi-Resolution Center for  Wireless Communications Source: UCSD CWC
The Center for Pervasive Communications and Computing Will Have a Major Presence in the Calit2@UCI Building Director Ender Ayanoglu  Over 20 Affiliated Faculty
Network Endpoints Are Becoming  Complex Systems-on-Chip ,[object Object],[object Object],[object Object],Source: Rajesh Gupta, UCSD Director, Center for Microsystems Engineering Calit2 Has Created Nano/ MEMS Clean Rooms, RF, Embedded Processor & System-on-Chip Labs
The UCSD Program in  Embedded Systems & Software ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],http://mesl.ucsd.edu/gupta/ess/ Calit2 MicroSystems Engineering Initiative
UC Irvine Integrated Nanoscale Research Facility –  Materials and Devices Collaboration with Industry ,[object Object],[object Object],[object Object],[object Object],[object Object],Research Funding Equipment Funding $1M $2M $3M $4M $5M ’ 99-’00 ’ 00-’01  ’ 01-’02   ’ 02-’03   Federal agencies Industry partners State funding Private foundations
UCI Has Built a World Class  Multi-Departmental BioMEMS Faculty ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Henry Samueli School of Engineering  www.inrf.uci.edu
Research Topics of INRF / Calit2@UCI BioMEMS Team ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Integrated Nanosensors— Collaborative Research Between  Physicists, Chemists, Material Scientists and Engineers   I. K. Schuller holding the first prototype  I. K. Schuller, A. Kummel, M. Sailor, W. Trogler, Y-H Lo Developing Multiple Nanosensors on a Single Chip,  with Local Processing  and Wireless Communications Guided wave optics Aqueous bio/chem sensors   Fluidic circuit Free space optics Physical sensors Gas/chemical sensors Electronics (communication, powering)
UCSD Optofluidics Faculty are Working Toward Photonic Integrated Information Systems   -fluidic integrated systems Form-birefringent  Polarization splitter Multicavity resonant delay line Composite, nonlinear, E-O, and artificial dielectric  materials control and enhance near-field coupling Form birefringent WG & pol-rotator Ultrashort pulses in Photonic Crystals TM-Transmitted TE-Reflected Electrical, Optical, Fluidic, Magnetic, Mechanical, Acoustic, Chemical, & Biological Signals and Processes on a Chip  VCSEL + Near-field polarizer : Efficient polarization control,mode stabilization, and heat management Composite nonlinear,  E-O, and artificial dielectric  materials control and  enhance near-field coupling Near-field coupling between pixels in Form-birefringent CGH FBCGH possesses  dual-functionality such as focusing  and beam steering Wavelength (  m) 1.3 1.5 1.7 1.9 2.1 2.3 2.5 Reflectivity 0.0 0.2 0.4 0.6 0.8 1.0 TE TM Information I/O through  surface wave, guided  wave,and optical fiber  from near-field edge and surface coupling Near-field E-O modulator controls optical properties and near-field micro-cavity enhances the effect +V -V Angle (degree) 20 30 40 TM Efficiency 0.0 0.2 0.4 0.6 0.8 1.0 Near-field E-O Modulator + micro-cavity FBCGH VCSEL Near-field E-O coupler Micro polarizer Fiber tip Grating coupler Thickness (  m) 0.60 0.65 0.70 0.75 0.80 TM 0th order efficiency 0.2 0.4 0.6 0.8 1.0 RCWA Transparency Theory Near-field coupling
Wireless Internet Information System for Medical Response in Disasters (WIISARD) ,[object Object],[object Object],[object Object],WIISARD Drill  3/16/04  Leslie Lenert, PI,  UCSD SOM Leslie Lenert, PI UCSD SOM
Current Information Management Tools for  Mass Casualty Events are “Pre-Digital” Disaster Triage Tags 800   mHz  Shared Radios Felt Pen/Whiteboard Fire  Trucks  and Chalk!
Calit2 Cybershuttle Operations Base for Disaster Drills  With Rapid Setup Wireless Mesh Network Self Configuring Mesh Network with Multiple Access Points that Aggregate Uplink Bandwidth with Auto-Reconfiguration and Fail-Over
Wireless Video Transmission Capability  Major Improvement for Hazmat and Medical Units
Calit2 Prototype--Active RFID Triage Tag  Built on WiFi Embedded Systems Technologies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],+
Embedded Systems WiFi Pulse Oximeter:  Low Cost Improved Aid Stations Nellcor MP100 OEM  Pulse Oximetry Board Windows XP Monitoring App Waterproof Case With LCD/LED WiFi Module Nellcor  Forehead O2 Sensor
First Tier Provider  Handheld WiFi Systems Tactical Maps and Communications Triage and Care Linux OS
Calit2 is Collaborating with UCSD and UCI  as They Design Smart Hospitals The new UCI medical center will be a “smart hospital,” utilizing the latest telecommunications, automation and Internet developments to elevate patient care, teaching and research to a new level. Wired and wireless technology will improve and expedite communications among all members of a patient’s medical team, enabling critical patient data and test results to be transmitted immediately to all members. Additionally, the latest technology will enhance ultrasound, communications, security, computer networking, closed-network television and the dispensing of pharmaceuticals.  To be Completed in Late 2008 Calit2 Testbed in UCSD/VA iTech Discussing Collaborations with Mayo, IBM, NIH, Navy
Calit2 Brings Computer Scientists and Mathematicians  Together with Biomedical Researchers ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Comparative Genomics Utilizes  Advanced Algorithmic Techniques “ After sequencing these three genomes, it is clear that substantial rearrangements in the human genome happen only once in a million years, while the rate of rearrangements in the rat and mouse is much faster.” --Glenn Tesler, UCSD Dept. of Mathematics www.calit2.net/culture/features/2004/4-1_pevzner.html Co-Authors Pavel Pevzner and Glenn Tesler, UCSD April 1, 2004 December 05, 2002 December 9, 2004
Evolution is the Principle of Biological Systems: Computational Techniques are Critical for Discovery “ Many of the chicken–human aligned,  non-coding sequences occur  far from genes, frequently in clusters that seem to be  under selection for functions that are not yet understood.” Nature 432, 695 - 716 (09 December 2004)
Algorithms for Untangling Genome Rearrangements  are Critical to Understanding Genetic Evolution ,[object Object],[object Object],[object Object],[object Object],[object Object],Source:  Pavel Pevzner , UCSD
Evolutionary Genomic Rearrangements are Central to Cancer Genomics ,[object Object],[object Object],[object Object],[object Object],[object Object],promoter promoter ABL gene BCR gene promoter Chromosome 9 Chromosome 22 BCR-ABL oncogene Source: Pavel Pevzner and Ben Raphael, Computer Science, UCSD; Colin Collins lab at UCSF Cancer Center
Toward Digitally Enabled Genetic Medicine: Statistical Analysis of Human Genetic Variation “ The structure of human populations is relevant  in various epidemiological contexts.  As a result of variation in frequencies of both genetic and non-genetic risk factors,  rates of disease and of such phenotypes  as adverse drug response vary across populations. Further, information about a patient's population of origin might provide health-care practitioners with  information about risk  when direct causes of disease are unknown.” -- Genetic Structure of Human Populations   Rosenberg, et al. Science 298: 2381-2385 (2002)
The Phylogeography of Y Chromosome Binary Haplotypes and the Origins of Modern Human Populations Underhill, et al. Ann. Hum. Genet. (2001) 65: 43-62 1062 Men from 21 Populations 218 Polymorphisms from NRY
The Private Sector is Becoming  an Essential Partner in Genomics
Calit2 Researcher Eskin Collaborates with Perlegen Sciences on Map of Human Genetic Variation Across Populations David A. Hinds, Laura L. Stuve, Geoffrey B. Nilsen,  Eran Halperin,  Eleazar Eskin , Dennis G. Ballinger,  Kelly A. Frazer, David R. Cox.  “ Whole-Genome Patterns of Common DNA Variation in Three Human Populations”  Science 18 February, 2005: 307(5712):1072-1079. “ We have characterized whole-genome patterns of common human DNA variation by genotyping 1,586,383 single-nucleotide polymorphisms (SNPs) in 71 Americans of European, African, and Asian ancestry.” “ Although knowledge of a single genetic risk factor can seldom be used to predict the treatment outcome of a common disease, knowledge of a large fraction of all the major genetic risk factors contributing to a treatment response or common disease could have immediate utility, allowing  existing treatment options to be matched to individual patients  without requiring additional knowledge of the mechanisms by which the genetic differences lead to different outcomes .” “ More detailed haplotype  analysis results are available at http://research.calit2.net/hap/wgha/ “
Calit2 is Collaborating with Doug Wallace Planning to Bring MITOMAP into Calit2 Domain The Human mtDNA Map, Showing  the Location of Selected Pathogenic Mutations Within the 16,569-Base Pair Genome MITOMAP:  A Human Mitochondrial Genome Database.  www.mitomap.org , 2005 5 March 1999
For Mitochondrial Diseases It Has Been More Productive   to Classify Patients by Genetic Defect Rather than by Clinical Manifestation Over the past 10 years, mitochondrial defects have been implicated in a wide variety of degenerative diseases, aging, and cancer… The same mtDNA mutation can produce quite different phenotypes,  and different mutations can produce similar phenotypes. … The essential role of mitochondrial oxidative phosphorylation in cellular energy production,  the generation of reactive oxygen species,  and the initiation of apoptosis  has suggested a number of novel mechanisms for mitochondrial pathology. -- Douglas Wallace, Science, Vol. 283, 1482-1488,  5 March 1999
The Protein Data Bank Personnel Supported by SDSC Will Be Housed in the new Calit2@UCSD Building ,[object Object],[object Object],www.rcsb.org/pdb
The Bioinformatics Core of the Joint Center for Structural Genomics will be Housed in the Calit2@UCSD Building ,[object Object],[object Object],[object Object],[object Object],www.jcsg.org
Determining the Protein Structures of the T hermophilic  Thermotoga Maritima Genome—Life at 80 o C! Extremely Thermostable -- Useful for Many  Industrial Processes (e.g. Chemical and Food)  173 Structures (122 from JCSG) ,[object Object],[object Object],[object Object],Source: John Wooley, UCSD
UCI’s IGB Develops a Suite of Programs and Servers  for Protein Structure and Structural Feature Prediction www.igb.uci.edu/tools.htm Source: Pierre Baldi, UCI Sixty Affiliated  IGB Labs at UCI e.g.:
Providing Integrated Grid Software and Infrastructure  for Multi-Scale BioModeling Web Portal Rich Clients Telescience Portal Grid Middleware  and Web Services Workflow Middleware PMV  ADT Vision Continuity APBSCommand Located in Calit2@UCSD Building Grid and Cluster Computing Applications Infrastructure Rocks Grid of Clusters APBS Continuity Gtomo2 TxBR Autodock GAMESS QMView National Biomedical Computation  Resource  an NIH supported resource center
Information Theorists Working with Biologists and Computer Scientists Will Radically Transform Our View of Living Systems &quot;Through the strong loupe of information theory,  we will be able to watch  how such [living] beings do what nonliving systems cannot do:  extract information from  their surrounds,  store it is a stable molecular form,  and eventually parcel it out  for their creative endeavors.  ... So viewed, the information circle becomes the unit of life.” --Werner Loewenstein The Touchstone of Life (1999) Calit2@UCSD Will House One of the World’s  Best Information Theory Groups Toby Berger IEEE Shannon Award 2002 “ Living Systems are  Shannon-Optimum Without Coding”

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Future of Internet and its Impact on Digitally Enabled Genomic Medicine

  • 1. “ The Future of the Internet and its Impact on Digitally Enabled Genomic Medicine&quot; Invited Talk InterWest Partners Menlo Park, CA May 2, 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.
  • 3. Where is Telecommunications Research Performed? A Historic Shift Source: Bob Lucky, Telcordia/SAIC U.S. Industry Non-U.S. Universities U.S. Universities Percent Of The Papers Published IEEE Transactions On Communications 70% 85%
  • 4. Calit2 -- Research and Living Laboratories on the Future of the Internet www.calit2.net UC San Diego & UC Irvine Faculty Working in Multidisciplinary Teams With Students, Industry, and the Community
  • 5.
  • 6.
  • 7.
  • 8. Dedicated Optical Channels Makes High Performance Cyberinfrastructure Possible Parallel Lambdas are Driving Optical Networking The Way Parallel Processors Drove 1990s Computing ( WDM) Source: Steve Wallach, Chiaro Networks “ Lambdas”
  • 9. From “Supercomputer–Centric” to “Supernetwork-Centric” Cyberinfrastructure Megabit/s Gigabit/s Terabit/s Network Data Source: Timothy Lance, President, NYSERNet 32x10Gb “Lambdas” 1 GFLOP Cray2 60 TFLOP Altix Bandwidth of NYSERNet Research Network Backbones T1 Optical WAN Research Bandwidth Has Grown Much Faster Than Supercomputer Speed! Computing Speed (GFLOPS)
  • 10. Major Challenge for Data Intensive Science: Bandwidth Barriers Between User and Remote Resources National Partnership for Advanced Computational Infrastructure Part of the UCSD CRBS Center for Research on Biological Structure 10 Gbps Lambda Would Provide 200x Increase Average File Transfer ~10-50 Mbps Over Internet2 Backbone NIH’s B iomedical I nformatics R esearch N etwork
  • 11. NLR and TeraGrid Provides the Cyberinfrastructure Backbone for U.S. University 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
  • 12. Global Lambda Integrated Facility (GLIF) Integrated Research Lambda Network Many Countries are Interconnecting Optical Research Networks to form a Global SuperNetwork Visualization courtesy of Bob Patterson, NCSA www.glif.is Created in Reykjavik, Iceland 2003
  • 13.
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  • 17. 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
  • 18. OptIPuter LambdaVision 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!
  • 19. 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
  • 20. Allows for Interactive Zooming from Cerebellum to Individual Neurons Source: Mark Ellisman, David Lee, Jason Leigh
  • 21.
  • 22. Campuses Must Provide Fiber Infrastructure to End-User Laboratories & Large Rotating Data Stores SIO Ocean Supercomputer IBM Storage Cluster 2 Ten Gbps Campus Lambda Raceway Streaming Microscope Source: Phil Papadopoulos, SDSC, Calit2 UCSD Campus LambdaStore Architecture Global LambdaGrid
  • 23.
  • 24. OptIPuter Middleware Architecture-- The Challenge of Transforming Grids into LambdaGrids Distributed Applications/ Web Services Telescience Vol-a-Tile SAGE JuxtaView Visualization Data Services LambdaRAM PIN/PDC Photonic Infrastructure GTP XCP UDT LambdaStream CEP RBUDP DVC Configuration DVC API DVC Runtime Library Globus XIO DVC Services DVC Core Services DVC Job Scheduling DVC Communication Resource Identify/Acquire Namespace Management Security Management High Speed Communication Storage Services GRAM GSI RobuStore
  • 25. The OptIPuter LambdaGrid is Rapidly Expanding 1 GE Lambda 10 GE Lambda Source: Greg Hidley, Aaron Chin, Calit2 UCSD StarLight Chicago UIC EVL NU CENIC San Diego GigaPOP CalREN-XD 8 8 NetherLight Amsterdam U Amsterdam NASA Ames NASA Goddard NLR NLR 2 SDSU CICESE via CUDI CENIC/Abilene Shared Network PNWGP Seattle CAVEwave/NLR NASA JPL ISI UCI CENIC Los Angeles GigaPOP 2 2
  • 26. Multiple HD Streams Over Lambdas Will Radically Transform Global Collaboration U. Washington JGN II Workshop Osaka, Japan Jan 2005 Prof. Osaka Prof. Aoyama Prof. Smarr Source: U Washington Research Channel Telepresence Using Uncompressed 1.5 Gbps HDTV Streaming Over IP on Fiber Optics-- 75x Home Cable “HDTV” Bandwidth!
  • 27. Brain Imaging Collaboration -- UCSD & Osaka Univ. Using Real-Time Instrument Steering and HDTV Southern California OptIPuter Most Powerful Electron Microscope in the World -- Osaka, Japan Source: Mark Ellisman, UCSD UCSD HDTV
  • 28.
  • 29. An Explosion in Wireless Internet Connectivity is Occuring Broadband Cellular Internet Plus… Distance/Topology/Segments CBD/Dense Urban Urban Industrial Suburban Residential Suburban Rural 10 Gbps 1 Gbps 100 Mbps 10 Mbps Short <1km Short/Medium 1-2km Medium 2-5 km Medium/Long >5 km Long >10 km 802.11 a/b/g Point to Point Microwave $2B-$3B/Year Fiber – Multi-billion $ E-Band Market Opportunity $1B+ Market Demand 802.16 “Wi-Max” FSO & 60GHz Radio ~$300M $2-$4B in 5 years
  • 30.
  • 31. The CWC Provides Calit2 With Deep Research in Many Component Areas Two Dozen ECE and CSE Faculty LOW-POWERED CIRCUITRY ANTENNAS AND PROPAGATION COMMUNICATION THEORY COMMUNICATION NETWORKS MULTIMEDIA APPLICATIONS RF Mixed A/D ASIC Materials Smart Antennas Adaptive Arrays Modulation Channel Coding Multiple Access Compression Architecture Media Access Scheduling End-to-End QoS Hand-Off Changing Environment Protocols Multi-Resolution Center for Wireless Communications Source: UCSD CWC
  • 32. The Center for Pervasive Communications and Computing Will Have a Major Presence in the Calit2@UCI Building Director Ender Ayanoglu Over 20 Affiliated Faculty
  • 33.
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  • 37.
  • 38. Integrated Nanosensors— Collaborative Research Between Physicists, Chemists, Material Scientists and Engineers I. K. Schuller holding the first prototype I. K. Schuller, A. Kummel, M. Sailor, W. Trogler, Y-H Lo Developing Multiple Nanosensors on a Single Chip, with Local Processing and Wireless Communications Guided wave optics Aqueous bio/chem sensors Fluidic circuit Free space optics Physical sensors Gas/chemical sensors Electronics (communication, powering)
  • 39. UCSD Optofluidics Faculty are Working Toward Photonic Integrated Information Systems  -fluidic integrated systems Form-birefringent Polarization splitter Multicavity resonant delay line Composite, nonlinear, E-O, and artificial dielectric materials control and enhance near-field coupling Form birefringent WG & pol-rotator Ultrashort pulses in Photonic Crystals TM-Transmitted TE-Reflected Electrical, Optical, Fluidic, Magnetic, Mechanical, Acoustic, Chemical, & Biological Signals and Processes on a Chip VCSEL + Near-field polarizer : Efficient polarization control,mode stabilization, and heat management Composite nonlinear, E-O, and artificial dielectric materials control and enhance near-field coupling Near-field coupling between pixels in Form-birefringent CGH FBCGH possesses dual-functionality such as focusing and beam steering Wavelength (  m) 1.3 1.5 1.7 1.9 2.1 2.3 2.5 Reflectivity 0.0 0.2 0.4 0.6 0.8 1.0 TE TM Information I/O through surface wave, guided wave,and optical fiber from near-field edge and surface coupling Near-field E-O modulator controls optical properties and near-field micro-cavity enhances the effect +V -V Angle (degree) 20 30 40 TM Efficiency 0.0 0.2 0.4 0.6 0.8 1.0 Near-field E-O Modulator + micro-cavity FBCGH VCSEL Near-field E-O coupler Micro polarizer Fiber tip Grating coupler Thickness (  m) 0.60 0.65 0.70 0.75 0.80 TM 0th order efficiency 0.2 0.4 0.6 0.8 1.0 RCWA Transparency Theory Near-field coupling
  • 40.
  • 41. Current Information Management Tools for Mass Casualty Events are “Pre-Digital” Disaster Triage Tags 800 mHz Shared Radios Felt Pen/Whiteboard Fire Trucks and Chalk!
  • 42. Calit2 Cybershuttle Operations Base for Disaster Drills With Rapid Setup Wireless Mesh Network Self Configuring Mesh Network with Multiple Access Points that Aggregate Uplink Bandwidth with Auto-Reconfiguration and Fail-Over
  • 43. Wireless Video Transmission Capability Major Improvement for Hazmat and Medical Units
  • 44.
  • 45. Embedded Systems WiFi Pulse Oximeter: Low Cost Improved Aid Stations Nellcor MP100 OEM Pulse Oximetry Board Windows XP Monitoring App Waterproof Case With LCD/LED WiFi Module Nellcor Forehead O2 Sensor
  • 46. First Tier Provider Handheld WiFi Systems Tactical Maps and Communications Triage and Care Linux OS
  • 47. Calit2 is Collaborating with UCSD and UCI as They Design Smart Hospitals The new UCI medical center will be a “smart hospital,” utilizing the latest telecommunications, automation and Internet developments to elevate patient care, teaching and research to a new level. Wired and wireless technology will improve and expedite communications among all members of a patient’s medical team, enabling critical patient data and test results to be transmitted immediately to all members. Additionally, the latest technology will enhance ultrasound, communications, security, computer networking, closed-network television and the dispensing of pharmaceuticals. To be Completed in Late 2008 Calit2 Testbed in UCSD/VA iTech Discussing Collaborations with Mayo, IBM, NIH, Navy
  • 48.
  • 49. Comparative Genomics Utilizes Advanced Algorithmic Techniques “ After sequencing these three genomes, it is clear that substantial rearrangements in the human genome happen only once in a million years, while the rate of rearrangements in the rat and mouse is much faster.” --Glenn Tesler, UCSD Dept. of Mathematics www.calit2.net/culture/features/2004/4-1_pevzner.html Co-Authors Pavel Pevzner and Glenn Tesler, UCSD April 1, 2004 December 05, 2002 December 9, 2004
  • 50. Evolution is the Principle of Biological Systems: Computational Techniques are Critical for Discovery “ Many of the chicken–human aligned, non-coding sequences occur far from genes, frequently in clusters that seem to be under selection for functions that are not yet understood.” Nature 432, 695 - 716 (09 December 2004)
  • 51.
  • 52.
  • 53. Toward Digitally Enabled Genetic Medicine: Statistical Analysis of Human Genetic Variation “ The structure of human populations is relevant in various epidemiological contexts. As a result of variation in frequencies of both genetic and non-genetic risk factors, rates of disease and of such phenotypes as adverse drug response vary across populations. Further, information about a patient's population of origin might provide health-care practitioners with information about risk when direct causes of disease are unknown.” -- Genetic Structure of Human Populations Rosenberg, et al. Science 298: 2381-2385 (2002)
  • 54. The Phylogeography of Y Chromosome Binary Haplotypes and the Origins of Modern Human Populations Underhill, et al. Ann. Hum. Genet. (2001) 65: 43-62 1062 Men from 21 Populations 218 Polymorphisms from NRY
  • 55. The Private Sector is Becoming an Essential Partner in Genomics
  • 56. Calit2 Researcher Eskin Collaborates with Perlegen Sciences on Map of Human Genetic Variation Across Populations David A. Hinds, Laura L. Stuve, Geoffrey B. Nilsen, Eran Halperin, Eleazar Eskin , Dennis G. Ballinger, Kelly A. Frazer, David R. Cox. “ Whole-Genome Patterns of Common DNA Variation in Three Human Populations” Science 18 February, 2005: 307(5712):1072-1079. “ We have characterized whole-genome patterns of common human DNA variation by genotyping 1,586,383 single-nucleotide polymorphisms (SNPs) in 71 Americans of European, African, and Asian ancestry.” “ Although knowledge of a single genetic risk factor can seldom be used to predict the treatment outcome of a common disease, knowledge of a large fraction of all the major genetic risk factors contributing to a treatment response or common disease could have immediate utility, allowing existing treatment options to be matched to individual patients without requiring additional knowledge of the mechanisms by which the genetic differences lead to different outcomes .” “ More detailed haplotype analysis results are available at http://research.calit2.net/hap/wgha/ “
  • 57. Calit2 is Collaborating with Doug Wallace Planning to Bring MITOMAP into Calit2 Domain The Human mtDNA Map, Showing the Location of Selected Pathogenic Mutations Within the 16,569-Base Pair Genome MITOMAP: A Human Mitochondrial Genome Database. www.mitomap.org , 2005 5 March 1999
  • 58. For Mitochondrial Diseases It Has Been More Productive to Classify Patients by Genetic Defect Rather than by Clinical Manifestation Over the past 10 years, mitochondrial defects have been implicated in a wide variety of degenerative diseases, aging, and cancer… The same mtDNA mutation can produce quite different phenotypes, and different mutations can produce similar phenotypes. … The essential role of mitochondrial oxidative phosphorylation in cellular energy production, the generation of reactive oxygen species, and the initiation of apoptosis has suggested a number of novel mechanisms for mitochondrial pathology. -- Douglas Wallace, Science, Vol. 283, 1482-1488, 5 March 1999
  • 59.
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  • 62. UCI’s IGB Develops a Suite of Programs and Servers for Protein Structure and Structural Feature Prediction www.igb.uci.edu/tools.htm Source: Pierre Baldi, UCI Sixty Affiliated IGB Labs at UCI e.g.:
  • 63. Providing Integrated Grid Software and Infrastructure for Multi-Scale BioModeling Web Portal Rich Clients Telescience Portal Grid Middleware and Web Services Workflow Middleware PMV ADT Vision Continuity APBSCommand Located in Calit2@UCSD Building Grid and Cluster Computing Applications Infrastructure Rocks Grid of Clusters APBS Continuity Gtomo2 TxBR Autodock GAMESS QMView National Biomedical Computation Resource an NIH supported resource center
  • 64. Information Theorists Working with Biologists and Computer Scientists Will Radically Transform Our View of Living Systems &quot;Through the strong loupe of information theory, we will be able to watch how such [living] beings do what nonliving systems cannot do: extract information from their surrounds, store it is a stable molecular form, and eventually parcel it out for their creative endeavors. ... So viewed, the information circle becomes the unit of life.” --Werner Loewenstein The Touchstone of Life (1999) Calit2@UCSD Will House One of the World’s Best Information Theory Groups Toby Berger IEEE Shannon Award 2002 “ Living Systems are Shannon-Optimum Without Coding”

Notas del editor

  1. Accomplishment Instrument to OptIPuter resources data distribution architecture
  2. Given the foreground/background labeling of the pixels of each frame, the motion segmentation problem is equivalent to determining which foreground pixels are owned by each mouse. In both our tracking modules, we model the distribution of the pixel locations of each mouse as a bivariate Gaussian. The mean is the (x,y) coordinate of the center of the mouse, and the covariance matrix describes the shape of the mouse. If the mice are separated, they can be modeled by a mixture of Gaussians. Note that when the mice are not separated, the pixel locations of the mice cannot be modeled as a Gaussian mixture model, since a pixel location can belong to multiple mice. We fit the parameters of the Mixture of Gaussians using the EM algorithm. As the per-frame motion is small, we initialize the parameters for the current frame with the parameters from the previous frame. Only a few iterations of EM are necessary to achieve a good estimate.
  3. It is evident that future information systems will be processing signals derived from various physical and chemical/biochemical origins. To extract and fuse the necessary information from these systems we will need to integrate photonics, electronics, fluidics, mechanical, chemical and biological processes and develop methods to extract the desired parameters and process them. For example for the currently funded DARPA’s optofluidics center we are addressing one of the issues how to use and integrate microfluidics and fluid-based materials for various photonics applications. For example, we envision that on the same integrated platform we can construct a compact plasmon-based Nonlinear spectrometer where fluidics will be used to create novel fluid-based linear and nonlinear optical elements for adaptation needed for control of SPR interrogation delivery of chemical and biological species.
  4. The PDB’s holdings have increased significantly since the project’s inception, and, with expanding structural genomics projects worldwide, it is expected that the PDB’s holdings will grow to approximately 35,000 structures by 2005. This chart shows the total number of structures in the PDB per year, as well as examples of these structures. In the 1970’s, the first structures available to the scientific community included proteins such as myoglobin (a), hemoglobin (b), and lysozyme (c) , and other molecules such as transfer RNA (d). In the 1980’s, advances in experimental data collection methods allowed much larger structures to be solved, including antibodies (e) and entire viruses (f). By 2001, all aspects of structural science had advanced so that very complex structures could be made accessible to study, including actin (g), the nucleosome (h), myosin (i), and even ribosomal subunits (j). Structures pictured here were taken from PDB entries 1mbn, 2dhb, 2lyz, 4tna + 6tna, 1fc1 + 1mcp, 2stv, 1atn, 1aoi, 1dfk, and 1ffk + 1fka + 1fjf, respectively. Images were created by Dr. David S. Goodsell of The Scripps Research Institute, creator of the PDB’s “Molecule of the Month” series.
  5. Biology driven Science has top priority Infrastructure support Portable solution package Balance technology development and scientific discovery Mix production software and new technology framework Productive and future proof APBS image: CCMV capsid electrostatic potential mapped on the solvent-accessible molecular surface Zhang, D., R. Konecny, N.A. Baker, J.A. McCammon. Electrostatic Interaction between RNA and Protein Capsid in CCMV Simulated by a Coarse-grain RNA model and a Monte Carlo Approach. Biopolymers, 75(4), 325-337 (2004). [ link ] Abstract: Although many viruses have been crystallized and the protein capsid structures have been determined by x-ray crystallography, the nucleic acids often cannot be resolved. This is especially true for RNA viruses. The lack of information about the conformation of DNA/RNA greatly hinders our understanding of the assembly mechanism of various viruses. Here we combine a coarse-grain model and a Monte Carlo method to simulate the distribution of viral RNA inside the capsid of cowpea chlorotic mottle virus. Our results show that there is very strong interaction between the N-terminal residues of the capsid proteins, which are highly positive charged, and the viral RNA. Without these residues, the binding energy disfavors the binding of RNA by the capsid. The RNA forms a shell close to the capsid with the highest densities associated with the capsid dimers. These high-density regions are connected to each other in the shape of a continuous net of triangles. The overall icosahedral shape of the net overlaps with the capsid subunit icosahedral organization. Medium density of RNA is found under the pentamers of the capsid. These findings are consistent with experimental observations. Figure 3. The electrostatic potential mapped on the solvent-accessible molecular surface of the capsid viewed from outside (a) and inside (b). The color bar is the same for both images. GAMESS/QMView Lepitopterene Molecule Autodock: Andy’s lab new paper using APBS, Autodock in J. Med. Chem. 2004. Nonhomogeneous Epicardial Strain Measurements of Anterior LV During Acute Myocardial Ischemia