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Retries & Exponential Backoff

Recover from transient failures without thundering herd

PHASE 3 SYSTEM DESIGN INTERACTIVE
Timeline Visualization
Success Failure Wait
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⚡ Server Load Chart
0ms Time → Max
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Total Attempts
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Successes
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Final Failures
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Avg Attempts
0ms
Avg Latency
📖 Strategy Explanation
Key Concepts
🎯 When to Use
Any network call to an external service — databases, APIs, message queues. Transient failures (network blips, brief overloads) are expected in distributed systems.
⚖️ Trade-offs
Retry storms if not careful; idempotency required for safe retries; set max retry limit and max cap on delay. Distinguish retryable from non-retryable errors.
💡 Interview Tip
"Always combine backoff with jitter in production. Cap the max delay (e.g., 32s). Distinguish retryable (503, 429) from non-retryable (400, 404) errors."