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Beginner8 min readFoundations of Distributed Systems

Gossip Protocol

Highly scalable, epidemic metadata sharing enabling decentralized nodes to broadcast cluster changes.

What you'll learn

  • Anti-Entropy
  • Rumor Mongering
  • Epidemic Spread

TL;DR

Highly scalable, epidemic metadata sharing enabling decentralized nodes to broadcast cluster changes.

Concept Overview

A Gossip Protocol is a decentralized, peer-to-peer communication protocol where nodes share state updates, membership logs, and heartbeats by randomly choosing neighbors and exchanging metadata, mimicking the epidemic spread of social rumors.

Key Architectural Pillars

1

Anti-Entropy

A gossip style where nodes periodically select a random peer to fully synchronize state data.

2

Rumor Mongering

When a node learns new data, it aggressively broadcasts it to a random subset of peers; those peers repeat the process.

3

Epidemic Spread

Information spreads exponentially (O(log N)) across the cluster without requiring a central coordinator.

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Gossip Protocol - Module 1: Foundations of Distributed Systems | System Design | Revise Algo