What can graphs—the things with edges and vertices, not the things with axes and tick
marks—do and how can they be used with Spark? These are the questions we try to
answer in this book.
Frequently it is said, “Graphs can do anything,” or at least, “There are a bunch of
different things you can do with graphs.” That says nothing, of course, so in this book
we show a number of specific, real-life ways you can apply graphs and talk about how
to implement such solutions in Spark GraphX.
A lot of technology buzzwords are applicable to this book: Big Data, Hadoop,
Spark, graphs, machine learning, Scala, and functional programming. We break it all
down for you. Even though we end up in some fairly advanced areas, we don’t assume
anything more than an ability to program in some language such as Java.
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