Graphulo: Linear Algebra Graph Kernels for NoSQL Databases

  title={Graphulo: Linear Algebra Graph Kernels for NoSQL Databases},
  author={Vijay Gadepally and Jake Bolewski and Dan Hook and Dylan Hutchison and Benjamin A. Miller and Jeremy Kepner},
  journal={2015 IEEE International Parallel and Distributed Processing Symposium Workshop},
Big data and the Internet of Things era continue to challenge computational systems. Several technology solutions such as NoSQL databases have been developed to deal with this challenge. In order to generate meaningful results from large datasets, analysts often use a graph representation which provides an intuitive way to work with the data. Graph vertices can represent users and events, and edges can represent the relationship between vertices. Graph algorithms are used to extract meaningful… CONTINUE READING

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