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Tools / Monitoring and Observability Interview Questions

What are the Four Golden Signals defined by Google SRE?

Google's SRE book defines four signals that, when monitored together, give a comprehensive picture of a user-facing service's health:

1. Latency — The time it takes to serve a request. Critically, you must distinguish latency of successful requests from latency of failed requests. A 500 error that returns in 1 ms will skew your latency distribution favorably but hides the real problem.

2. Traffic — A measure of demand placed on the system. For web services this is requests per second; for audio streaming it might be bits per second; for key-value stores it might be transactions per second.

3. Errors — The rate of requests that fail, either explicitly (HTTP 500), implicitly (HTTP 200 with wrong content), or by policy (any request over 1 second is considered an error).

4. Saturation — How full the service is. This is the resource most constrained — CPU, memory, I/O, or queue depth. Saturation often predicts impending failure before errors or latency degrade. At 100% saturation, the service is overloaded.

The Four Golden Signals are broader than RED: they include Saturation, which RED omits, making them better for evaluating whether a service has headroom or is approaching its limits.

Which of the Four Golden Signals does the RED method NOT include?
Why should failed request latency be tracked separately from successful request latency?

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