Sensor Data Management Middleware

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• Purpose of middleware
  • Data storage / data handling
  • Data aggregation, formatting, filtering
  • Documentation
  • Automated QA/QC on data streams
  • Archiving
• Software/middleware
  • Proprietary
    • Campbell Scientific LoggerNet
    • Hobo
    • Vista Data Vision
    • YSI EcoNet
    • Nexsen's Technology
  • Proprietary with limited open source (or free package that will fit into a proprietary package)

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• • • GCE MatLab Toolbox (#1 in graph)
      • Website
      • Presentations
  • Open source
    • CUAHSI HIS (#3 in graph)
      • Website
      • Presentations, demos and exercises
    • Open Source DataTurbine Initiative (#2 in graph)
      • Website
      • Presentations
    • Kepler Project
      • Website
      • Presentations, demos and exercises
        • Introduction (#4 in graph)
        • Use with DataTurbine (#5 in graph)
        • Use with databases(#6 in graph)
        • Scheduled workflows(#7 in graph)
        • Sensor platform(#9 in graph)
    • R-project libraries (#8 in graph)
      • Website
      • Presentations
  • Custom research applications
    • Open source
      • Python, PHP, MySQL, etc.
    • Proprietary
      • Matlab, Excel, SQLServer, etc.