🔒 Paid

Cascading Service Failure

Checkout Service and Order Service have both started reporting degraded health, and the on-call dashboard is lighting up across multiple teams at once. Request queues are growing throughout the chain and checkout success is dropping. Before you scale or restart anything, find out which service is actually broken and which ones are just waiting on it.

Difficulty
Staff
Expected Time
~18 min
Category
Distributed Systems

Skills

  • Distinguishing root cause from cascading symptoms
  • Scoping circuit breakers to the actual point of failure
  • Recognizing when a mitigation wastes effort on a healthy service
  • Backpressure and load-shedding tradeoffs

System Architecture

  • API Gateway
  • Checkout Service
  • Order Service
  • User Profile Service
  • Profile Database

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