Apache Spark

Unified analytics engine for large-scale data

⭐ 4.4/5 (10000 reviews)

About Apache Spark

Apache Spark is a unified analytics engine for large-scale data processing with built-in modules for streaming, SQL, machine learning, and graph processing.

Key Features

  • SQL engine
  • Streaming
  • MLlib
  • GraphX
  • Python/Scala/Java/R
  • In-memory processing

✅ Pros

  • Industry standard for big data
  • Versatile
  • Massive community
  • In-memory speed

❌ Cons

  • Complex cluster management
  • Resource-intensive
  • JVM overhead
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