The TeraGrid:
An essential tool for 21st century
science
Craig Stewart,
Associate Dean, Research Technologies
Chief Operating Officer, Pervasive Technology Labs
Chair, Coalition for Academic Scientific Computing
IU TeraGrid Resource Partner PI
Indiana University
[email protected]
Outline
• Why this workshop may be valuable to you
– (Time consuming computations on the critical path of you research? Need more storage? Do you provide scientific services/resources over the Web?)
• What is cyberinfrastructure? • Examples of TeraGrid uses
• More detailed info about the TeraGrid
– Architecture
– Storage
– Computation
– Science Gateway use and support, including Visualization – Data source and service hosting
• How can you get going using the TeraGrid? – Resources are available to use
– Help using the system is available
– At the end of the talk we will help those who wish (and have laptops here) start the application process. You need your CV to finish the whole process, but you can do some of the work and save it
• NB: ‘Tufte was here’
What is Cyberinfrastructure?
• Indiana University’s definition of Cyberinfrastructure:
“Cyberinfrastructure consists of computing systems, data storage systems, advanced instruments and data repositories, visualization environments, and people, all linked together by software and high performance networks to improve research productivity and enable breakthroughs not otherwise possible.”
• This and other information in Wikipedia definition of Cyberinfrastructure
• Some basic terms
– TFLOPS - Trillions of FLOating Point operations per Second (mathematical operations) (10^12)
– Processor hour - one hour of processor (CPU) utilization – TB - terabyte; PB - petabyte
– Parallel programming
– MPI - Message Passing Interface
– WSRF - Web Services Resource Framework
©Trustees of Indiana University. May be reused so long as IU and TeraGrid logos
What is the TeraGrid?
• An instrument (cyberinfrastructure) that delivers highend IT resources -storage, computation, visualization, and data/service hosting - almost all of which are UNIX-based under the covers; some hidden by Web interfaces
– A data storage and management facility: over 20 Petabytes of storage (disk and tape), over 100 scientific data collections
– A computational facility - over 750 TFLOPS in parallel computing systems and growing
– (Sometimes) an intuitive way to do very complex tasks, via Science Gateways, or get data via data services
• A service: help desk and consulting, Advanced Support for TeraGrid Applications (ASTA), education and training events and resources
• The largest individual cyberinfrastructure facility funded by the NSF, which supports the national science and engineering research community
• Something you can use without financial cost - allocated via peer review (and without double jeopardy)
©Trustees of Indiana University. May be reused so long as IU and TeraGrid logos
• Simulation of TonB-dependent transporter (TBDT)
• Used 400,000 processor (CPU) hours on systems
at National Center for Supercomputing Applications, IU, Pittsburgh Supercomputing Center [45 years with one processor]
• Modeled mechanisms for allowing transport of
molecules through cell membrane
• Experimental analysis not possible!
• Work by Emad Tajkhorshid and James Gumbart, of
University of Illinois Urbana-Champaign. Mechanics of Force Propagation in TonB-Dependent Outer Membrane Transport. Biophysical Journal 93:496-504 (2007).
• Results of the simulation may be seen at
www.life.uiuc.edu/emad/TonB-BtuB/btub-2.5Ans.mpg
Image courtesy of Emad Tajkhorshid, UIUC
Examples of what you can do with the TeraGrid
Simulation of cell membrane processes
Predicting storms
• Hurricanes and tornadoes cause massive
loss of life and damage to property
• TeraGrid supported spring 2007 NOAA
and University of Oklahoma Hazardous
Weather Testbed
–
Major Goal: assess how well ensemble
forecasting predicts thunderstorms,
including the supercells
tornadoes
–
Nightly reservation at PSC
–
Delivers “better than real time”
prediction
–
Used 675,000 CPU hours for the
season
–
Used 312 TB on HPSS storage at PSC
Slide courtesy of Dennis Gannon, IU, and LEAD Collaboration
Solve any Rubik’s Cube in 26
moves?
• Rubik's Cube is perhaps the
most famous combinatorial
puzzle of its time
• > 43 quintillion states
(4.3x10^19)
• Gene Cooperman and Dan
Kunkle of Northeastern Univ.
proved any state can be
solved in 26 moves
• 7TB of distributed storage on
TeraGrid allowed them to
develop the proof
Source: http://www.physorg.com/news99843195.html
•
Resources for
many
disciplines!
•
> 40,000
processors in
aggregate
•
Resource
availability will
grow during
2008 at
unprecedented
rates
SDSC TACC UC/ANL NCSA ORNL PU IU PSC NCAR Caltech USC/ISI UNC/RENCI UW
Resource Provider (RP)
Software Integration Partner
Grid Infrastructure Group (UChicago)
The TeraGrid Map
Tennessee
LONI/LSU
Network Hub
But you don’t care - TeraGrid
Architecture
Compute
Service ServiceViz ServiceData
Network, Accounting, …
RP 1
RP 3
RP 2
©University of Chicago, Courtesy Dane Skow, Director, TeraGrid Grid Infrastructure Group. Used with Permission and modified substantially from original by Craig A. Stewart
TeraGrid Infrastructure
(Accounting, Network, Authorization,…)
Data storage and management: Tape
• TeraGrid provides persistent (up to Feb 2010+) storage on disk and tape
• Could you benefit from having a spare copy of your data stored someplace removed from your home location?
• Allocatable tape-based storage systems:
– IU (Indiana University) - geographically distributed
– NCAR (National Center for Atmospheric Research) - also supports dual copy
– NCSA (National Center for Supercomputing Applications)
– SDSC (San Diego Supercomputer Center)
– Note: most sites have massive data storage systems that provide storage in support of computation
• Command line usage is reasonably straightforward with GridFTP; IU is developing a GUI
©Trustees of Indiana University. May be reused so long as IU and TeraGrid logos
©Trustees of Indiana University. May be reused so long as IU and TeraGrid logos
Data storage and management: Disk
•
GPFS-WAN (General Parallel File System Wide Area
Network). ~ 1 petabyte
–
Home at San Diego Supercomputer Center; may be
accessed as if it were a local file system from NCAR,
NCSA, IU, UC/ANL
•
IU Data Capacitor - Lustre
–
1 petabyte of spinning disk
–
Primarily for short term storage of data
•
Long term disk storage allocations
–
Indiana University, National Center for Supercomputing
Applications, San Diego Supercomputer Center
©Trustees of Indiana University. May be reused so long as IU and TeraGrid logos
TeraGrid High Performance Computing
Systems 2007-8
Computational Resources
(size approximate - not to scale)
Slide Courtesy Tommy Minyard, TACC
Two examples of TeraGrid
supercomputers
•
Newest addition to the TeraGrid
-Texas Advanced Computing
Center’s Ranger
– Biggest open supercomputer in
world
– 504 TFLOPS Sun Constellation
– 15,744 AMD Quad-core “Barcelona”
processors
– Disk subsystem - 1.7 petabytes
•
IU’s Big Red
– 30 TFLOPS
– Particularly good for molecular dynamics codes
– Biggest system in the TeraGrid in summer 2006
Ranger info courtesy of Tommy Minyard, TACC
Big Red
Science Gateways
•
A Science Gateway is a domain-specific computing
environment, typically accessed via the Web, that provides a
scientific community with end-to-end support for a particular
scientific workflow
•
Science Gateways are distinguished from Web portals
(http://en.wikipedia.org/wiki/Web_portal) in that portals “present
information from diverse sources in a unified way.”
•
Hides complexity (pay no attention to the grid behind the
curtain…)
©Trustees of Indiana University. May be reused so long as IU and TeraGrid logos
LEAD (portal.leadproject.org)
• Simple enough an undergraduate can use it!
• National Center for Supercomputing Applications (NCSA) and IU teamed up to support WxChallenge weather forecast competition. 64 teams, 1000 students, ~16,000 CPU hours on Big Red
• XBaya is available from http://www.collab-ogce.org/
Purdue’s NanoHUB (www.nanohub.org)
U. Chicago SIDGrid
(sidgrid.ci.uchicago.edu)
Image by Chris Matusek Image by Ralf Frieser
IU Render Portal
• Supports scientific visualization
• Supports education in visualization, graphics, and new media
©Trustees of Indiana University. May be reused so long as IU and TeraGrid logos
Purdue TeraDRE
TeraGrid Science Gateways
Accessible at http://www.teragrid.org/programs/sci_gateways/
Geography TeraGrid Geographic Information Science Gateway (GISolve)
Nanotechnology NanoHUB
Earth Sciences GEON(GEOsciences Network)
Earthquake Hazard Mitigation Network for Earthquake Engineering Simulation (NEES)
Chemistry Computational Science and Engineering Online (CSE-Online)
Chemistry Computational Chemistry Grid (GridChem)
Atmospheric Sciences Linked Environments for Atmospheric Discovery (LEAD)
Atmospheric Sciences High Resolution Daily Temperature and Precipitation Data for the
Northeast United States
Astronomical Sciences National Virtual Observatory (NVO)
Astronomical Sciences Massive Pulsar Surveys using the Arecibo L-band Feed Array (ALFA)
Advanced Scientific Computing Special PRiority and Urgent Computing Environment (SPRUCE)
Advanced Scientific Computing Open Science Grid (OSG)
Discipline Title
TeraGrid Science Gateways
Accessible at http://www.teragrid.org/programs/sci_gateways/
Molecular Biosciences Open Life Sciences Gateway (OLSG)
Neuroscience Biology The Telescience Project
Physics Grid Analysis Environment (GAE)
Seismology SCEC Earthworks Project
Visualization, Image Processing TeraGrid Visualization Gateway
Molecular Biosciences Biology and Biomedicine Science Gateway
Materials Research Neutron Science TeraGrid Gateway (NSTG)
Language, Cognition, and Social Behavior
Developing Social Informatics Data Grid (SIDGrid)
Integrative Biology and Neuroscience
National Biomedical Computation Resource (NBCR)
Global Atmospheric Research The Earth System Grid (ESG)
Geophysics QuakeSim (QuakeSim)
Geophysics CIG Science Gateway for the Geodynamics Community
Discipline Title
Hosting services
•
Remember that old Waffle House commercial?
•
If you have a data set or a data resource that serves
a national community (or even a community that
extends beyond your home institution… or a
community you would like to extend beyond your
home institution) …
•
Hosting of your service is available from Indiana
University via our Quarry system!
©Trustees of Indiana University. May be reused so long as IU and TeraGrid logos
MutDB (www.mutdb.org)
http://www.chembiogrid.org/
Getting an account and allocation
•
Get a POPS (Partnership Online Proposal System) account
•
Apply for a DAC allocation (Development Allocation Committee):
< 5 TB disk, < 25 TB tape storage, and/or < 30,000 Standard
Units (SUs - related to CPU hours - in general an SU on one of
the newer TeraGrid systems is about 0.5 CPU hours)
•
Wait a month (although IU can help you shorten that!)
•
Read the introductory documentation
•
Use the TeraGrid KB if you need
•
Ask for help ([email protected], [email protected])
•
Go discover!
Go to the POPS page
https://pops-submit.teragrid.org/
Create a POPS Login
Indicate that you are “New” to the Teragrid
Indicate that this is a “Start-up” Request
Select DAC-TG (nonintuitive)
Fill out PI information
Skip Co-PIs probably (unless Co-PI
has current funding and you don’t)
Fill out info on your project
Fill out info on your funding
Make reasonable estimates about your computing
when ready
Upload your CV and Submit!
Additional info
• www.researchtechnologies.iu.edu (also pervasive.iu.edu) • Getting started guide - includes examples of good proposals:
http://www.teragrid.org/userinfo/getting_started.php • Review criteria:
http://www.teragrid.org/userinfo/access/allocationspolicy.php
• When you’re in a foreign country there is nothing like a guide. If you need help with the application process contact IU consultants at
[email protected] or submit a help request via the TeraGrid ([email protected])
• If you are interested in having a data collection or science gateway hosted on the TeraGrid, definitely contact IU directly
([email protected]). Do the same if you are interested in Advanced Support for TeraGrid Allocations
• If you are anxious to get going, contact us as soon as you have your DAC allocation request submitted and we can provide a local login for up to 6 weeks of use
Acknowledgements
• IU’s involvement as a TeraGrid Resource Partner is supported in part by the National Science Foundation under Grants No. ACI-0338618l, OCI-0451237, OCI-0535258, and OCI-0504075.
• The IU Data Capacitor is supported in part by the National Science Foundation under Grant No. CNS-0521433.
• The Grid Infrastructure Group management of the TeraGrid, and Dane Skow's leadership thereof, is funded by NSF grant 0503697.
• Purdue’s involvement as a TeraGrid Resource Partner is supported in part by the National Science Foundation under Grant No. OCI-050399.
• This research was supported in part by the Pervasive Technology Labs and the Indiana METACyt Initiative. Both Indiana University initiatives are supported by the Lilly Endowment, Inc.
• This work was supported in part by Shared University Research grants from IBM, Inc. to Indiana University.
• The LEAD portal is developed under the leadership of IU Professors Dr. Dennis Gannon and Dr. Beth Plale, and supported by NSF grant 331480. Marcus Christie and Surresh Marru of the Extreme! Computing Lab contributed the LEAD graphics • The ChemBioGrid Portal is developed under the leadership of IU Professor Dr. Geoffrey C. Fox and Dr. Marlon Pierce and
funded via the Pervasive Technology Labs (supported by the Lilly Endowment, Inc.) and the National Institutes of Health grant P20 HG003894-01.
• Many of the ideas presented in this talk were developed under a Fulbright Senior Scholar’s award to Stewart, funded by the US Department of State and the Technische Universitaet Dresden.
• Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation (NSF), National Institutes of Health (NIH), Lilly Endowment, Inc., or any other funding agency.
• This work is made possible by the dedicated efforts of the expert staff of the Research Technologies Division of University Information Technology Services, the faculty and staff of the Pervasive Technology Labs, and the staff of UITS generally. Erik Cornet, Mike Lowe, Scott Tiege, Michael Grobe, and Malinda Lingwall helped with this presentation.
• Thanks to the faculty and staff with whom we collaborate locally at IU and globally (within the US via the TeraGrid, and internationally via collaboration with Technische Universitaet Dresden)