Apache Storm

System Architecture

medium
stormreal-timestream-processingdistributed-systemslow-latencyapache

Real-time computation system for processing unbounded streams of data with guaranteed message processing

Apache Storm

Apache Storm is a distributed real-time computation system designed for processing unbounded streams of data. Originally created at BackType and later acquired by Twitter, Storm provides guaranteed message processing with low latency.

Overview

Storm excels at:

  • Real-time stream processing
  • Guaranteed message processing
  • Horizontal scalability
  • Fault tolerance
  • Language agnostic topology definition

Note: This is a placeholder file. The full content would include detailed sections on Storm topology, spouts and bolts, stream groupings, reliability guarantees, deployment architecture, and comparison with other stream processing frameworks.