GraphX | Apache Spark
GraphX is Apache Spark's API for graphs and graph-parallel computation. Seamlessly work with both graphs and collections. GraphX unifies ETL, exploratory analysis, and iterative graph …
What is Spark GraphX? Everything You Need To Know - Simplilearn
Sep 14, 2025 · What is Spark GraphX? GraphX is the newest component in Spark. It’s a directed multigraph, which means it contains both edges and vertices and can be used to represent a …
Harnessing the Power of Apache Spark GraphX for Efficient Graph ...
Jun 7, 2023 · Apache Spark GraphX is a distributed graph processing library built on top of Apache Spark. It abstracts graph-structured data into a flexible framework that allows scalable …
GraphX in Spark: A Complete Guide to Graph Processing
Aug 17, 2025 · GraphX allows developers to work with graphs and graph-parallel computations while leveraging the power of Spark’s distributed data processing engine. In this tutorial, we’ll …
Flight Data Analysis Using Spark GraphX - Edureka
Mar 25, 2025 · GraphX is Apache Spark’s API for graphs and graph-parallel computation. GraphX unifies ETL (Extract, Transform & Load) process, exploratory analysis and iterative graph …
spark/docs/graphx-programming-guide.md at master - GitHub
GraphX is a new component in Spark for graphs and graph-parallel computation. At a high level, GraphX extends the Spark RDD by introducing a new Graph abstraction: a directed multigraph …
Spark GraphX in Action - Michael S. Malak and Robin East
GraphX is a powerful graph processing API for the Apache Spark analytics engine that lets you draw insights from large datasets. GraphX gives you unprecedented speed and capacity for …
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GraphX: A Resilient Distributed Graph System on Spark
We introduce GraphX, which combines the advantages of both data-parallel and graph-parallel systems by efficiently expressing graph computation within the Spark data-parallel framework.
Apache Spark Graph Processing | Apache Spark GraphFrames
Oct 7, 2025 · Apache Spark GraphX is an efficient graph processing framework embedded within the Spark distributed dataflow system. GraphX presents a familiar, expressive graph API.
GraphX by amplab - GitHub Pages
The GraphX project combines the advantages of both data-parallel and graph-parallel systems by efficiently expressing graph computation within the Spark framework. We leverage new ideas …