How Uber Protects Against Retry Storms
Uber engineers designed a system to mitigate retry storms—bursts of repeated requests that can overwhelm services. Their approach combines exponential backoff, circuit‑breaker logic, request deduplication, and adaptive rate limiting, allowing failing calls to be retried safely without cascading failures. By instrumenting detailed metrics and automated alerts, the platform can detect and throttle storm patterns before they impact users.