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Julia Data Cubes

Overview

  • Storage and analysis of large geospatial raster data e.g. Satellite imagery
  • Focus on high throughput computing (HTC) limited by data loading
  • Array with dimensions e.g. lon, lat, and time, instead of a list of points in vector data
  • Cloud optimized to access particular slices of the data (e.g. Bounding box or timespans)
  • Importance of data compression for cloud-optimized workflows
  • Workflow specific optimization using chunking
  • Lazy computations on large data and making data cubes AI-ready

Featured Projects


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