Further reading

References

http://highlyscalable.wordpress.com/2012/03/01/nosql-data-modeling-techniques/

  1. Key-Value Stores:
    1. http://www.devshed.com/c/a/MySQL/Database-Design-Using-KeyValue-Tables/
    2. http://antirez.com/post/Sorting-in-key-value-data-model.html
    3. http://stackoverflow.com/questions/3554169/difference-between-document-based-and-key-value-based-databases
    4. http://dbmsmusings.blogspot.com/2010/03/distinguishing-two-major-types-of_29.html
  2. BigTable-style Databases:
    1. http://www.slideshare.net/ebenhewitt/cassandra-datamodel-4985524
    2. http://www.slideshare.net/mattdennis/cassandra-data-modeling
    3. http://nosql.mypopescu.com/post/17419074362/cassandra-data-modeling-examples-with-matthew-f-dennis
    4. http://s-expressions.com/2009/03/08/hbase-on-designing-schemas-for-column-oriented-data-stores/
    5. http://jimbojw.com/wiki/index.php?title=Understanding_Hbase_and_BigTable
  3. Document Databases:
    1. http://www.slideshare.net/mongodb/mongodb-schema-design-richard-kreuters-mongo-berlin-preso
    2. http://www.michaelhamrah.com/blog/2011/08/data-modeling-at-scale-mongodb-mongoid-callbacks-and-denormalizing-data-for-efficiency/
    3. http://seancribbs.com/tech/2009/09/28/modeling-a-tree-in-a-document-database/
    4. http://www.mongodb.org/display/DOCS/Schema+Design
    5. http://www.mongodb.org/display/DOCS/Trees+in+MongoDB
    6. http://blog.fiesta.cc/post/11319522700/walkthrough-mongodb-data-modeling
  4. Full Text Search Engines:
    1. http://www.searchworkings.org/blog/-/blogs/query-time-joining-in-lucene
    2. http://www.lucidimagination.com/devzone/technical-articles/solr-and-rdbms-basics-designing-your-application-best-both
    3. http://blog.griddynamics.com/2011/07/solr-experience-search-parent-child.html
    4. http://www.lucidimagination.com/blog/2009/07/18/the-spanquery/
    5. http://blog.mgm-tp.com/2011/03/non-standard-ways-of-using-lucene/
    6. http://www.slideshare.net/MarkHarwood/proposal-for-nested-document-support-in-lucene
    7. http://mysolr.com/tips/denormalized-data-structure/
    8. http://sujitpal.blogspot.com/2010/10/denormalizing-maps-with-lucene-payloads.html
    9. http://java.dzone.com/articles/hibernate-search-mapping-entit
  5. Graph Databases:
    1. http://docs.neo4j.org/chunked/stable/tutorial-comparing-models.html
    2. http://blog.neo4j.org/2010/03/modeling-categories-in-graph-database.html
    3. http://skillsmatter.com/podcast/nosql/graph-modelling
    4. http://www.umiacs.umd.edu/~jimmylin/publications/Lin_Schatz_MLG2010.pdf
  6. Demensionality Reduction:
    1. http://www.slideshare.net/mmalone/scaling-gis-data-in-nonrelational-data-stores
    2. http://blog.notdot.net/2009/11/Damn-Cool-Algorithms-Spatial-indexing-with-Quadtrees-and-Hilbert-Curves
    3. http://www.trisis.co.uk/blog/?p=1287
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