Cognitive Scaffold

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MENTAL MODEL · M4811

Fallacies of Distributed Computing

Fallacies of Distributed Computing
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Version 1.0.0 · Updated 2026-07-30

CORE DEFINITION

Eight false assumptions proposed by L. Peter Deutsch, including: the network is reliable, latency is zero, bandwidth is infinite, the network is secure, and topology doesn't change. Novices often design systems based on these assumptions, leading to disasters.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

Identify idealized assumptions. When managing multinational teams or large organizations, managers often make the same mistakes: assuming zero latency in communication, assuming all people have synchronized information, and assuming instructions are transmitted without distortion. Redundancy must be designed based on the premise that the network is unreliable.

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Anchor fast decisions

Eight (later expanded) false assumptions about networks summarized by L. Peter Deutsch et al.: reliability, zero latency, infinite bandwidth, security, invariant topology, single administrator, zero transport cost, and homogeneous network. The mechanism is: each assumption holds in a local development environment but breaks in a real wide-area network, leading to timeouts, split-brain, and data corruption.

MINIMUM ACTION

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    en.wikipedia.orghttps://en.wikipedia.org/wiki/Fallacies_of_distributed_computingZH · Explicit
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