GraphX

Qunar Tech Salon

Aug 18, 2015 · Big Data

Overview of Spark Big Data Analytics Framework Components

Spark’s big‑data analytics ecosystem comprises core components such as the in‑memory RDD data structure, Streaming for real‑time processing, GraphX for graph analytics, MLlib for machine‑learning, Spark SQL for querying, the Tachyon file system, and SparkR, each enabling scalable, distributed computation.