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Common setup mistakes in Apache Flink include under-provisioning TaskManagers, misconfigured checkpoints/state backends, ignoring backpressure, and poor parallelism settings; fix these by sizing resources based on throughput, enabling and testing checkpoints early, monitoring backpressure metrics, and tuning parallelism and memory configs before running Flink jobs in production.
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