How would you solve the problem when your service starts calling another service too frequently and it crashes?
sobes.tech AI
Answer from AI
If a service calls another service too frequently and the latter starts to fail, protective mechanisms should be implemented to prevent overload:
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Circuit Breaker implementation — when a certain number of errors or timeouts occur, further requests are temporarily blocked, giving the service time to recover.
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Rate limiting — limit the number of requests per unit of time to avoid overwhelming the external service.
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Retry with exponential backoff — retry requests with increasing intervals after errors to reduce load.
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Caching results — if possible, store responses and reuse them to reduce the number of calls.
Example of using Circuit Breaker with the Resilience4j library in Java:
CircuitBreaker circuitBreaker = CircuitBreaker.ofDefaults("externalService");
Supplier<String> decoratedSupplier = CircuitBreaker
.decorateSupplier(circuitBreaker, () -> callExternalService());
Try<String> result = Try.ofSupplier(decoratedSupplier)
.recover(throwable -> "Fallback response");
System.out.println(result.get());
This approach helps protect the service from failures and improves system resilience.