# The Solution to MSBOP 2015 Warmup

The following includes the solution to the first two problems in MSBoP 2015 Warmup. The third problem seems a maximum …

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## Full of worms

# Tag: graph

# The Solution to MSBOP 2015 Warmup

### March 2015

# Triangle Count in GraphX

# PageRank using Pregel API or GraphX

# Pregel and Shortest Path Algorithm in GraphX

# Graph Operators in GraphX – Part 2

# Create Graph in GraphX

### December 2014

# Dot and Graphviz, Tools for drawing graphs

The following includes the solution to the first two problems in MSBoP 2015 Warmup. The third problem seems a maximum …

Triangle Count is very useful in social network analysis. The triangle is a three-node small graph, where every two nodes …

GraphX provides PageRank API for users to calculate the PageRank of a graph conveniently. The API is defined in [[lib/PageRank.scala]]. …

If you pay enough attention to Graph.scala, you may find cache function. It can cache the graph at specific storage …

Besides the operations mentioned in Part One, GraphX also defines a special data structure for node degree in GraphOps.scala, stored …

If you look into Graph.scala carefully, you would find method apply which can be used to construct a graph from …

I came across the tutorial in Chinese [1], and reread the English original version [2]. Here I only present a …

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