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High Performance Cyberinfrastructure
               Enables Data-Driven Science
             in the Globally Networked World
                        Keynote Presentation
          Sequencing Data Storage and Management Meeting at
                    The X-GEN Congress and Expo
                            San Diego, CA
                            March 14, 2011


                                    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
                                                                             1
                             Follow me on Twitter: lsmarr
Abstract
High performance cyberinfrastructure (10Gbps dedicated optical channels end-
to-end) enables new levels of discovery for data-intensive research projects—
such as next generation sequencing. In addition to international and national
optical fiber infrastructure, we need local campus high performance research
cyberinfrastructure (HPCI) to provide ―on-ramps,‖ as well as scalable
visualization walls and compute and storage clouds, to augment the emerging
remote commercial clouds. I will review how UCSD has built out just such a
HPCI and is in the process of connecting it to a variety of high throughput
biomedical devices. I will show how high performance collaboration
technologies allow for distributed interdisciplinary teams to analyze these large
data sets in real-time.
Two Calit2 Buildings Provide
Laboratories for ―Living in the Future‖
               •   ―Convergence‖ Laboratory Facilities
                   – Nanotech, BioMEMS, Chips, Radio, Photonics
                   – Virtual Reality, Digital Cinema, HDTV, Gaming
               •   Over 1000 Researchers in Two Buildings
                   – Linked via Dedicated Optical Networks

                                                   UC San Diego




   UC Irvine
                   www.calit2.net

    Over 400 Federal Grants, 200 Companies
The Required Components of
    High Performance Cyberinfrastructure




•   High Performance Optical Networks
•   Scalable Visualization and Analysis
•   Multi-Site Collaborative Systems
•   End-to-End Wide Area CI
•   Data-Intensive Campus Research CI
The OptIPuter Project: Creating High Resolution Portals
Over Dedicated Optical Channels to Global Science Data
                                                                              Scalable
                                OptIPortal                                    Adaptive
                                                                              Graphics
                                                                              Environment
                                                                              (SAGE)




                                                                              Picture
                                                                              Source:
                                                                              Mark
                                                                              Ellisman,
                                                                              David Lee,
                                                                              Jason Leigh


       Calit2 (UCSD, UCI), SDSC, and UIC Leads—Larry Smarr PI
       Univ. Partners: NCSA, USC, SDSU, NW, TA&M, UvA, SARA, KISTI, AIST
       Industry: IBM, Sun, Telcordia, Chiaro, Calient, Glimmerglass, Lucent
Visual Analytics--Use of Tiled Display Wall OptIPortal
to Interactively View Microbial Genome (5 Million Bases)




                            Acidobacteria bacterium Ellin345 Soil
                               Bacterium 5.6 Mb; ~5000 Genes
                                  Source: Raj Singh, UCSD
Use of Tiled Display Wall OptIPortal
to Interactively View Microbial Genome




                         Source: Raj Singh, UCSD
Use of Tiled Display Wall OptIPortal
to Interactively View Microbial Genome




                          Source: Raj Singh, UCSD
Large Data Challenge: Average Throughput to End User
          on Shared Internet is 10-100 Mbps


                                                                       Tested
                                                                    January 2011




                                                   Transferring 1 TB:
                                                   --50 Mbps = 2 Days
                                                   --10 Gbps = 15 Minutes



           http://ensight.eos.nasa.gov/Missions/terra/index.shtml
Solution: Give Dedicated Optical Channels
          to Data-Intensive Users
                                                      (WDM)
                                  10 Gbps per User ~ 100-1000x
                                   Shared Internet Throughput
                                              c* f
        Source: Steve Wallach, Chiaro Networks




                                                 ―Lambdas‖
    Parallel Lambdas are Driving Optical Networking
  The Way Parallel Processors Drove 1990s Computing
Dedicated 10Gbps Lightpaths Tie Together
        State and Regional Fiber Infrastructure




                                                  Interconnects
                                                    Two Dozen
                                                State and Regional
Internet2 Dynamic                                Optical Networks
  Circuit Network
 Is Now Available




                    NLR 40 x 10Gb Wavelengths
The Global Lambda Integrated Facility--
Creating a Planetary-Scale High Bandwidth Collaboratory
Research Innovation Labs Linked by 10G Dedicated Lambdas




                                 www.glif.is
                                 Created in Reykjavik,
                                 Iceland 2003

                      Visualization courtesy of
                      Bob Patterson, NCSA.
Launch of the 100 Megapixel OzIPortal Kicked Off
      a Rapid Build Out of Australian OptIPortals
  January 15, 2008




January 15, 2008
      No Calit2 Person Physically Flew to Australia to Bring This Up!
                         Covise, Phil Weber, Jurgen Schulze, Calit2
                               CGLX, Kai-Uwe Doerr , Calit2
                   http://www.calit2.net/newsroom/release.php?id=1421
―Blueprint for the Digital University‖--Report of the
   UCSD Research Cyberinfrastructure Design Team
• Focus on Data-Intensive Cyberinfrastructure
                                                                    April 2009

No Data
Bottlenecks
--Design for
Gigabit/s
Data Flows




       research.ucsd.edu/documents/rcidt/RCIDTReportFinal2009.pdf
Campus Preparations Needed
to Accept CENIC CalREN Handoff to Campus




           Source: Jim Dolgonas, CENIC
Current UCSD Prototype Optical Core:
           Bridging End-Users to CENIC L1, L2, L3 Services
                                      Quartzite Communications
  To 10GigE cluster
   node interfaces
                                             Core Year 3
                                   Enpoints:
                                            Quartzite    Wavelength
                                   >= 60 endpoints at 10 GigE
                                              Core
                                                          Selective
       .....


                                                           Switch

                                   >= 32 Packet switched Lucent                         To 10GigE cluster
                                                                                       node interfaces and
                                   >= 32 Switched wavelengths                               other switches


To cluster nodes
                   .....
                                   >= 300 Connected endpoints
                                                                 Glimmerglass
                                                                                                  To cluster nodes
                                                                                          .....
                                                                  Production
            GigE Switch with
                                                                    OOO
           Dual 10GigE Upliks
                                                                    Switch
To cluster nodes
                                    Approximately 0.5 TBit/s
                                               32 10GigE

                   .....
                                    Arrive at the ―Optical‖                        GigE Switch with
                                                                     Force10      Dual 10GigE Upliks

                                    Center of Campus.
                                                ...

            GigE Switch with
                                    Switching is a Hybrid of:
                                       To              Packet Switch            CalREN-HPR
                                                                                 Research
           Dual 10GigE Upliks
                                    Packet, Lambda, Circuit --
                                       other
                                       nodes
                                                                                   Cloud
    GigE
                                    OOO and Packet Switches
 10GigE
                                                                                Campus Research
  4 GigE
  4 pair fiber
                                                                                    Cloud
                                                       Juniper T320

                                Source: Phil Papadopoulos, SDSC/Calit2
                                (Quartzite PI, OptIPuter co-PI)
                                Quartzite Network MRI #CNS-0421555;
                                OptIPuter #ANI-0225642
Calit2 Sunlight
            Optical Exchange Contains Quartzite




 Maxine
Brown, EV
  L, UIC
OptIPuter
 Project
 Manager
UCSD Planned Optical Networked
               Biomedical Researchers and Instruments
                                                                          •   Connects at 10 Gbps :
CryoElectron
Microscopy Facility                                                            – Microarrays
                                                          San Diego            – Genome Sequencers
                                                          Supercomputer        – Mass Spectrometry
                                                          Center
                                                                               – Light and Electron
                                                                                 Microscopes
                                                                               – Whole Body Imagers
                                                                               – Computing
                                                                               – Storage
Cellular & Molecular
Medicine East
                                      Calit2@UCSD




                                       Bioengineering
                                                         Radiology
                                                         Imaging Lab
National
Center for
Microscopy
& Imaging                                   Center for
                                            Molecular Genetics
Pharmaceutical
Sciences Building                 Cellular & Molecular
              Biomedical Research Medicine West
UCSD Campus Investment in Fiber Enables
Consolidation of Energy Efficient Computing & Storage
                                         WAN 10Gb:
           N x 10Gb/s                   CENIC, NLR, I2



                         Gordon –
                        HPD System

 Cluster Condo

                                                        DataOasis
                  Triton – Petascale
                                                     (Central) Storage
                    Data Analysis
    Scientific
  Instruments




   GreenLight            Digital Data      Campus Lab           OptIPortal
   Data Center           Collections         Cluster        Tiled Display Wall


                 Source: Philip Papadopoulos, SDSC, UCSD
Community Cyberinfrastructure for Advanced
 Microbial Ecology Research and Analysis


       http://camera.calit2.net/
Calit2 Microbial Metagenomics Cluster-
 Next Generation Optically Linked Science Data Server
                               Source: Phil Papadopoulos, SDSC, Calit2




       512 Processors
                                                 ~200TB
         ~5 Teraflops                              Sun
                                  1GbE            X4500
   ~ 200 Terabytes Storage         and           Storage
                                  10GbE
                                Switched         10GbE
                                / Routed
                                   Core




   4000 Users
From 90 Countries
OptIPuter Persistent Infrastructure Enables
        Calit2 and U Washington CAMERA Collaboratory
Photo Credit: Alan Decker                             Feb. 29, 2008

                                          Ginger
                                        Armbrust’s
                                         Diatoms:
                                       Micrographs,
                                      Chromosomes,
                                         Genetic
                                        Assembly

    iHDTV: 1500 Mbits/sec Calit2 to
    UW Research Channel Over NLR
Creating CAMERA 2.0 -
Advanced Cyberinfrastructure Service Oriented Architecture




                                                  Source:
                                                CAMERA CTO
                                                Mark Ellisman
The GreenLight Project:
Instrumenting the Energy Cost of Computational Science
• Focus on 5 Communities with At-Scale Computing Needs:
   –   Metagenomics
   –   Ocean Observing
   –   Microscopy
   –   Bioinformatics
   –   Digital Media
• Measure, Monitor, & Web Publish
  Real-Time Sensor Outputs
   – Via Service-oriented Architectures
   – Allow Researchers Anywhere To Study Computing Energy Cost
   – Enable Scientists To Explore Tactics For Maximizing Work/Watt
• Develop Middleware that Automates Optimal Choice
  of Compute/RAM Power Strategies for Desired Greenness
• Data Center for School of Medicine Illumina Next Gen
  Sequencer Storage and Processing

                    Source: Tom DeFanti, Calit2; GreenLight PI
Moving to Shared Enterprise Data Storage & Analysis
Resources: SDSC Triton Resource & Calit2 GreenLight
  http://tritonresource.sdsc.edu            Source: Philip Papadopoulos, SDSC, UCSD
 SDSC
 Large Memory                                                           SDSC Shared
 Nodes                                                                  Resource
 • 256/512                                                              Cluster
 GB/sys                                                                 • 24 GB/Node
 • 8TB Total                                                            • 6TB Total
 • 128 GB/sec                                                           • 256 GB/sec
                                                              x256
 • ~ 9 TF              x28                                              • ~ 20 TF


                                                                     UCSD Research Labs
                             SDSC Data Oasis
                             Large Scale Storage
                             • 2 PB
                             • 50 GB/sec
                             • 3000 – 6000 disks
                             • Phase 0: 1/3 TB,
                             8GB/s



N x 10Gb/s                                         Campus
                                                   Research
                                                   Network
                        Calit2 GreenLight
NSF Funds a Data-Intensive Track 2 Supercomputer:
        SDSC’s Gordon-Coming Summer 2011
• Data-Intensive Supercomputer Based on
  SSD Flash Memory and Virtual Shared Memory SW
  – Emphasizes MEM and IOPS over FLOPS
  – Supernode has Virtual Shared Memory:
     – 2 TB RAM Aggregate
     – 8 TB SSD Aggregate
     – Total Machine = 32 Supernodes
     – 4 PB Disk Parallel File System >100 GB/s I/O
• System Designed to Accelerate Access
  to Massive Data Bases being Generated in
  Many Fields of Science, Engineering, Medicine,
  and Social Science

            Source: Mike Norman, Allan Snavely SDSC
Data Mining Applications
                   will Benefit from Gordon

• De Novo Genome Assembly
  from Sequencer Reads &
  Analysis of Galaxies from
  Cosmological Simulations
  & Observations
   • Will Benefit from
     Large Shared Memory
• Federations of Databases &
  Interaction Network
  Analysis for Drug
  Discovery, Social Science,
  Biology, Epidemiology, Etc.
   • Will Benefit from
     Low Latency I/O from Flash

                       Source: Mike Norman, SDSC
Rapid Evolution of 10GbE Port Prices
   Makes Campus-Scale 10Gbps CI Affordable
    • Port Pricing is Falling
    • Density is Rising – Dramatically
    • Cost of 10GbE Approaching Cluster HPC Interconnects
$80K/port
Chiaro
(60 Max)



                 $ 5K
                 Force 10
                 (40 max)                                     ~$1000
                                                              (300+ Max)

                                      $ 500
                                      Arista                  $ 400
                                      48 ports                Arista
                                                              48 ports
2005               2007                2009            2010




            Source: Philip Papadopoulos, SDSC/Calit2
10G Switched Data Analysis Resource:
                     SDSC’s Data Oasis
10Gbps
            OptIPuter                           UCSD
                                                 RCI                Radical Change Enabled by
                                Co-Lo
                                                                      Arista 7508 10G Switch
                            5                                            384 10G Capable
                                  8                        CENIC/
                                            2
                 32                                         NLR
   Triton                                         4

                                                                               Existing
                                                       8
                                                                              Commodity
  Trestles 32                           2                                      Storage
   100 TF        12                                                             1/3 PB

                                            40128
                  8
   Dash
                                                                            2000 TB
                                            Oasis Procurement (RFP)
                                                                           > 50 GB/s
                      128         • Phase0: > 8GB/s Sustained Today
  Gordon                          • Phase I: > 50 GB/sec for Lustre (May 2011)
                                   :Phase II: >100 GB/s (Feb 2012)

                       Source: Philip Papadopoulos, SDSC/Calit2
Calit2 CAMERA Automatic Overflows
           into SDSC Triton



                                    @ SDSC

                                     Triton Resource

@ CALIT2
                    Transparently            CAMERA -
                    Sends Jobs to             Managed
                    Submit Portal            Job Submit
                      on Triton              Portal (VM)
                                       10Gbps
                                                     Direct
                                                     Mount
                                    CAMERA             ==
                                     DATA           No Data
                                                    Staging
California and Washington Universities Are Testing
     a 10Gbps Connected Commercial Data Cloud
• Amazon Experiment for Big Data
  – Only Available Through CENIC & Pacific NW
    GigaPOP
    – Private 10Gbps Peering Paths
  – Includes Amazon EC2 Computing & S3 Storage
    Services
• Early Experiments Underway
  – Robert Grossman, Open Cloud Consortium
  – Phil Papadopoulos, Calit2/SDSC Rocks
Academic Research OptIPlanet Collaboratory:
           A 10Gbps ―End-to-End‖ Lightpath Cloud
                                                                               HD/4k Live Video




                                                                                     HPC
                                Local or Remote
                                  Instruments
           End User
           OptIPortal                     National LambdaRail


                   10G
                   Lightpaths




Campus
Optical Switch



                   Data Repositories & Clusters     HD/4k Video Repositories
You Can Download This Presentation
        at lsmarr.calit2.net

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High Performance Cyberinfrastructure Enables Data-Driven Science in the Globally Networked World

  • 1. High Performance Cyberinfrastructure Enables Data-Driven Science in the Globally Networked World Keynote Presentation Sequencing Data Storage and Management Meeting at The X-GEN Congress and Expo San Diego, CA March 14, 2011 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 1 Follow me on Twitter: lsmarr
  • 2. Abstract High performance cyberinfrastructure (10Gbps dedicated optical channels end- to-end) enables new levels of discovery for data-intensive research projects— such as next generation sequencing. In addition to international and national optical fiber infrastructure, we need local campus high performance research cyberinfrastructure (HPCI) to provide ―on-ramps,‖ as well as scalable visualization walls and compute and storage clouds, to augment the emerging remote commercial clouds. I will review how UCSD has built out just such a HPCI and is in the process of connecting it to a variety of high throughput biomedical devices. I will show how high performance collaboration technologies allow for distributed interdisciplinary teams to analyze these large data sets in real-time.
  • 3. Two Calit2 Buildings Provide Laboratories for ―Living in the Future‖ • ―Convergence‖ Laboratory Facilities – Nanotech, BioMEMS, Chips, Radio, Photonics – Virtual Reality, Digital Cinema, HDTV, Gaming • Over 1000 Researchers in Two Buildings – Linked via Dedicated Optical Networks UC San Diego UC Irvine www.calit2.net Over 400 Federal Grants, 200 Companies
  • 4. The Required Components of High Performance Cyberinfrastructure • High Performance Optical Networks • Scalable Visualization and Analysis • Multi-Site Collaborative Systems • End-to-End Wide Area CI • Data-Intensive Campus Research CI
  • 5. The OptIPuter Project: Creating High Resolution Portals Over Dedicated Optical Channels to Global Science Data Scalable OptIPortal Adaptive Graphics Environment (SAGE) Picture Source: Mark Ellisman, David Lee, Jason Leigh Calit2 (UCSD, UCI), SDSC, and UIC Leads—Larry Smarr PI Univ. Partners: NCSA, USC, SDSU, NW, TA&M, UvA, SARA, KISTI, AIST Industry: IBM, Sun, Telcordia, Chiaro, Calient, Glimmerglass, Lucent
  • 6. Visual Analytics--Use of Tiled Display Wall OptIPortal to Interactively View Microbial Genome (5 Million Bases) Acidobacteria bacterium Ellin345 Soil Bacterium 5.6 Mb; ~5000 Genes Source: Raj Singh, UCSD
  • 7. Use of Tiled Display Wall OptIPortal to Interactively View Microbial Genome Source: Raj Singh, UCSD
  • 8. Use of Tiled Display Wall OptIPortal to Interactively View Microbial Genome Source: Raj Singh, UCSD
  • 9. Large Data Challenge: Average Throughput to End User on Shared Internet is 10-100 Mbps Tested January 2011 Transferring 1 TB: --50 Mbps = 2 Days --10 Gbps = 15 Minutes http://ensight.eos.nasa.gov/Missions/terra/index.shtml
  • 10. Solution: Give Dedicated Optical Channels to Data-Intensive Users (WDM) 10 Gbps per User ~ 100-1000x Shared Internet Throughput c* f Source: Steve Wallach, Chiaro Networks ―Lambdas‖ Parallel Lambdas are Driving Optical Networking The Way Parallel Processors Drove 1990s Computing
  • 11. Dedicated 10Gbps Lightpaths Tie Together State and Regional Fiber Infrastructure Interconnects Two Dozen State and Regional Internet2 Dynamic Optical Networks Circuit Network Is Now Available NLR 40 x 10Gb Wavelengths
  • 12. The Global Lambda Integrated Facility-- Creating a Planetary-Scale High Bandwidth Collaboratory Research Innovation Labs Linked by 10G Dedicated Lambdas www.glif.is Created in Reykjavik, Iceland 2003 Visualization courtesy of Bob Patterson, NCSA.
  • 13. Launch of the 100 Megapixel OzIPortal Kicked Off a Rapid Build Out of Australian OptIPortals January 15, 2008 January 15, 2008 No Calit2 Person Physically Flew to Australia to Bring This Up! Covise, Phil Weber, Jurgen Schulze, Calit2 CGLX, Kai-Uwe Doerr , Calit2 http://www.calit2.net/newsroom/release.php?id=1421
  • 14. ―Blueprint for the Digital University‖--Report of the UCSD Research Cyberinfrastructure Design Team • Focus on Data-Intensive Cyberinfrastructure April 2009 No Data Bottlenecks --Design for Gigabit/s Data Flows research.ucsd.edu/documents/rcidt/RCIDTReportFinal2009.pdf
  • 15. Campus Preparations Needed to Accept CENIC CalREN Handoff to Campus Source: Jim Dolgonas, CENIC
  • 16. Current UCSD Prototype Optical Core: Bridging End-Users to CENIC L1, L2, L3 Services Quartzite Communications To 10GigE cluster node interfaces Core Year 3 Enpoints: Quartzite Wavelength >= 60 endpoints at 10 GigE Core Selective ..... Switch >= 32 Packet switched Lucent To 10GigE cluster node interfaces and >= 32 Switched wavelengths other switches To cluster nodes ..... >= 300 Connected endpoints Glimmerglass To cluster nodes ..... Production GigE Switch with OOO Dual 10GigE Upliks Switch To cluster nodes Approximately 0.5 TBit/s 32 10GigE ..... Arrive at the ―Optical‖ GigE Switch with Force10 Dual 10GigE Upliks Center of Campus. ... GigE Switch with Switching is a Hybrid of: To Packet Switch CalREN-HPR Research Dual 10GigE Upliks Packet, Lambda, Circuit -- other nodes Cloud GigE OOO and Packet Switches 10GigE Campus Research 4 GigE 4 pair fiber Cloud Juniper T320 Source: Phil Papadopoulos, SDSC/Calit2 (Quartzite PI, OptIPuter co-PI) Quartzite Network MRI #CNS-0421555; OptIPuter #ANI-0225642
  • 17. Calit2 Sunlight Optical Exchange Contains Quartzite Maxine Brown, EV L, UIC OptIPuter Project Manager
  • 18. UCSD Planned Optical Networked Biomedical Researchers and Instruments • Connects at 10 Gbps : CryoElectron Microscopy Facility – Microarrays San Diego – Genome Sequencers Supercomputer – Mass Spectrometry Center – Light and Electron Microscopes – Whole Body Imagers – Computing – Storage Cellular & Molecular Medicine East Calit2@UCSD Bioengineering Radiology Imaging Lab National Center for Microscopy & Imaging Center for Molecular Genetics Pharmaceutical Sciences Building Cellular & Molecular Biomedical Research Medicine West
  • 19. UCSD Campus Investment in Fiber Enables Consolidation of Energy Efficient Computing & Storage WAN 10Gb: N x 10Gb/s CENIC, NLR, I2 Gordon – HPD System Cluster Condo DataOasis Triton – Petascale (Central) Storage Data Analysis Scientific Instruments GreenLight Digital Data Campus Lab OptIPortal Data Center Collections Cluster Tiled Display Wall Source: Philip Papadopoulos, SDSC, UCSD
  • 20. Community Cyberinfrastructure for Advanced Microbial Ecology Research and Analysis http://camera.calit2.net/
  • 21. Calit2 Microbial Metagenomics Cluster- Next Generation Optically Linked Science Data Server Source: Phil Papadopoulos, SDSC, Calit2 512 Processors ~200TB ~5 Teraflops Sun 1GbE X4500 ~ 200 Terabytes Storage and Storage 10GbE Switched 10GbE / Routed Core 4000 Users From 90 Countries
  • 22. OptIPuter Persistent Infrastructure Enables Calit2 and U Washington CAMERA Collaboratory Photo Credit: Alan Decker Feb. 29, 2008 Ginger Armbrust’s Diatoms: Micrographs, Chromosomes, Genetic Assembly iHDTV: 1500 Mbits/sec Calit2 to UW Research Channel Over NLR
  • 23. Creating CAMERA 2.0 - Advanced Cyberinfrastructure Service Oriented Architecture Source: CAMERA CTO Mark Ellisman
  • 24. The GreenLight Project: Instrumenting the Energy Cost of Computational Science • Focus on 5 Communities with At-Scale Computing Needs: – Metagenomics – Ocean Observing – Microscopy – Bioinformatics – Digital Media • Measure, Monitor, & Web Publish Real-Time Sensor Outputs – Via Service-oriented Architectures – Allow Researchers Anywhere To Study Computing Energy Cost – Enable Scientists To Explore Tactics For Maximizing Work/Watt • Develop Middleware that Automates Optimal Choice of Compute/RAM Power Strategies for Desired Greenness • Data Center for School of Medicine Illumina Next Gen Sequencer Storage and Processing Source: Tom DeFanti, Calit2; GreenLight PI
  • 25. Moving to Shared Enterprise Data Storage & Analysis Resources: SDSC Triton Resource & Calit2 GreenLight http://tritonresource.sdsc.edu Source: Philip Papadopoulos, SDSC, UCSD SDSC Large Memory SDSC Shared Nodes Resource • 256/512 Cluster GB/sys • 24 GB/Node • 8TB Total • 6TB Total • 128 GB/sec • 256 GB/sec x256 • ~ 9 TF x28 • ~ 20 TF UCSD Research Labs SDSC Data Oasis Large Scale Storage • 2 PB • 50 GB/sec • 3000 – 6000 disks • Phase 0: 1/3 TB, 8GB/s N x 10Gb/s Campus Research Network Calit2 GreenLight
  • 26. NSF Funds a Data-Intensive Track 2 Supercomputer: SDSC’s Gordon-Coming Summer 2011 • Data-Intensive Supercomputer Based on SSD Flash Memory and Virtual Shared Memory SW – Emphasizes MEM and IOPS over FLOPS – Supernode has Virtual Shared Memory: – 2 TB RAM Aggregate – 8 TB SSD Aggregate – Total Machine = 32 Supernodes – 4 PB Disk Parallel File System >100 GB/s I/O • System Designed to Accelerate Access to Massive Data Bases being Generated in Many Fields of Science, Engineering, Medicine, and Social Science Source: Mike Norman, Allan Snavely SDSC
  • 27. Data Mining Applications will Benefit from Gordon • De Novo Genome Assembly from Sequencer Reads & Analysis of Galaxies from Cosmological Simulations & Observations • Will Benefit from Large Shared Memory • Federations of Databases & Interaction Network Analysis for Drug Discovery, Social Science, Biology, Epidemiology, Etc. • Will Benefit from Low Latency I/O from Flash Source: Mike Norman, SDSC
  • 28. Rapid Evolution of 10GbE Port Prices Makes Campus-Scale 10Gbps CI Affordable • Port Pricing is Falling • Density is Rising – Dramatically • Cost of 10GbE Approaching Cluster HPC Interconnects $80K/port Chiaro (60 Max) $ 5K Force 10 (40 max) ~$1000 (300+ Max) $ 500 Arista $ 400 48 ports Arista 48 ports 2005 2007 2009 2010 Source: Philip Papadopoulos, SDSC/Calit2
  • 29. 10G Switched Data Analysis Resource: SDSC’s Data Oasis 10Gbps OptIPuter UCSD RCI Radical Change Enabled by Co-Lo Arista 7508 10G Switch 5 384 10G Capable 8 CENIC/ 2 32 NLR Triton 4 Existing 8 Commodity Trestles 32 2 Storage 100 TF 12 1/3 PB 40128 8 Dash 2000 TB Oasis Procurement (RFP) > 50 GB/s 128 • Phase0: > 8GB/s Sustained Today Gordon • Phase I: > 50 GB/sec for Lustre (May 2011) :Phase II: >100 GB/s (Feb 2012) Source: Philip Papadopoulos, SDSC/Calit2
  • 30. Calit2 CAMERA Automatic Overflows into SDSC Triton @ SDSC Triton Resource @ CALIT2 Transparently CAMERA - Sends Jobs to Managed Submit Portal Job Submit on Triton Portal (VM) 10Gbps Direct Mount CAMERA == DATA No Data Staging
  • 31. California and Washington Universities Are Testing a 10Gbps Connected Commercial Data Cloud • Amazon Experiment for Big Data – Only Available Through CENIC & Pacific NW GigaPOP – Private 10Gbps Peering Paths – Includes Amazon EC2 Computing & S3 Storage Services • Early Experiments Underway – Robert Grossman, Open Cloud Consortium – Phil Papadopoulos, Calit2/SDSC Rocks
  • 32. Academic Research OptIPlanet Collaboratory: A 10Gbps ―End-to-End‖ Lightpath Cloud HD/4k Live Video HPC Local or Remote Instruments End User OptIPortal National LambdaRail 10G Lightpaths Campus Optical Switch Data Repositories & Clusters HD/4k Video Repositories
  • 33. You Can Download This Presentation at lsmarr.calit2.net

Editor's Notes

  1. This is a production cluster with it’s own Force10 e1200 switch. It is connected to quartzite and is labeled as the “CAMERA Force10 E1200”.We built CAMERA this way because of technology deployed successfully in Quartzite