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The objective of this coursework is to practice the interplay between storage and processing in the context of a not-quite relational application: counting triangles in a graph. Triangle counting is ...

The main version is a standard java implementation of map and reduce for counting triangles in a graph The secondary version is a python script implementation of a mapper and a reducer for use with ...

Abstract: Triangle counting is a fundamental problem in graph mining, essential for analyzing graph streams with arbitrary edge orders. However, exact counting becomes impractical due to the massive ...

Abstract: A tripartite graph is three bipartite graphs between three vertex classes. In applications, it is three binary relationships between three sets of entities. The abundance of triangles in an ...

We propose data-driven one-pass streaming algorithms for estimating the number of triangles and four cycles, two fundamental problems in graph analytics that are widely studied in the graph data ...

A line graph is an essential tool for displaying data trends over time, and it’s a great way to visualize information for comparison purposes. With just eight simple steps, anyone can create a clear ...

Katelyn Peters has a writer and editor for more than five years who focuses on both investing and personal finance content. In addition to her experience in finance, she is also a volunteer editorial ...