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Information Integration in the Sciences

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Title: Information Integration in the Sciences


1
Information Integration in the Sciences
  • Chaitan Baru
  • Program Co-Director
  • Data and Knowledge Systems
  • SDSC

2
DAKSTechnology Layers
Applications Bioinformatics, Ecoinformatics,
Geoinformatics,
Visualization
Machine Learning, Data Mining/Analysis, Model-Base
d Integration
Knowledge-Based Integration Advanced Query
Processing
Database Systems, Grid Storage, Filesystems
Networked Storage
Storage hardware
3
The Information Integration Landscape
  • Motivated by application needs
  • Bioinformatics, Neuroscience, Medical
    Informatics, Digital Government, Geosciences
  • The Biomedical Informatics Research Network
    (BIRN)
  • Knowledge-based integration of human/mouse brain,
    structural/functional MRI
  • Digital Government
  • Integration of geospatial and statistical data
    (I2T project)
  • Long-Term Ecological Research (LTER)
  • Integration of distributed weather and hydrology
    data, ClimDB, HydroDB
  • Precursor to NEON
  • GEON The Geosciences Network
  • Integration of disciplinary Earth Science
    databases

4
Biomedical Informatics Research NetworkNPACI
collaborations lead to national-scale project
  • Began as collaboration between NPACI DICE
    Neuroscience thrusts
  • Creation of a national-scale Grid for
    neuroscience brain imaging data
  • Close collaboration with science groups to
    understand and model their data and metadata

5
SDSC Information Integration Testbed Funded by
NSF CISE grants(Digital Government ITR)
  • Working in collaboration with government agencies
    and industry partners
  • Data from
  • Sociology Workbench, SDSU
  • ICPSR, U.Michigan
  • And
  • Census Bureau
  • Centers for Disease Control
  • EPA
  • SANDAG

6
Long-Term Ecological Research (LTER)ClimDB
Project
  • Enables scientists to obtain real-time weather
    data. Move from push to pull model. An
    application of the I2T system
  • Precursor to NEON
  • Being developed as a prototype for several other
    LTER (and, NEON) projects, e.g. HydroDB

7
GEON The Geosciences Network
  • Will integrate Earth Science databases and
    provide essential cyberinfrastructure for
    interpreting experimental EarthScope data
  • GEON is a charter member of the Earthscope IT
    Forum
  • Geological Society of America Special Issue on
    Geoinformatics, co-edited by C. Baru and K.
    Sinha. To appear in early 2003.

8
SUMMARY
  • We work closely with domain scientists
  • Deep engagements create deep impact
  • Over past several years, we have become a leading
    group in the nation in scientific database
    management
  • We have complemented our CS expertise with
    experience in working directly with
    users/scientists
  • We are well-positioned to lead national
    information infrastructure efforts for a variety
    of communities
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