Beyond Retries: How Hedged Requests Slash Tail Latency Without Overloading Servers

While naive retries often trigger 'retry storms' that crash stressed systems, hedged requests strategically use parallel paths to minimize P99 latency. This approach demonstrates that controlled request duplication, combined with smart cancellation, can paradoxically reduce CPU usage and improve cache efficiency in high-load environments.