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you can use libraries to implement a circuit breaker around network calls to help you handle cascading failures in a more elegant fashion, allowing you to more gracefully degrade your system. Some of these libraries, such as Hystrix for the JVM,
Building Microservices: Designing Fine-Grained Systems
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