1. Walking Spatio-Temporal Datacubes - Seamlessly from Laptop to Cloud to Federations
Worldbank Conference on Land and Poverty, 2017-mar-23
Peter Baumann Jacobs University | rasdaman GmbH

2. Service Quality

3. Datacubes :: WorldBank Conf :: ©2017 rasdaman GmbH
Service Quality
Datacubes :: WorldBank Conf :: ©2017 rasdaman GmbH

4. rasdaman: Agile Array Analytics
= „raster data manager“: SQL + n-D arrays
Timeseries, regular & irregular grids
Mature, in operational use, open source  OSGeo Live
250+ TB datacube services; 1,000+ cloud parallelization
blueprint for Big Datacube standards: ISO, OGC, INSPIRE
“world leading environment”, “standard working horse for OGC standardisation on these innovative data access interfaces“ - G. Landgraf, ESA, 2017

5. Adaptive Partitioning & Parallelization
Any partitioning („tiling“), canned into strategies [ICDE 1999]
regular directional nonaligned area of interest
Parallel, Distributed Processing
1 query  1,000+ cloud nodes [ACM SIGMOD DanaC 2014] [VLDB BOSS 2016]
Dataset B
Dataset A
Dataset D
Dataset C