Kafka - Advanced Stream ProcessingWhat is the main reason advanced Kafka patterns are used in complex message flows?ATo ensure reliable and fault-tolerant processing of messagesBTo reduce the number of Kafka topics neededCTo make Kafka run faster on single machinesDTo avoid using any message serializationCheck Answer
Step-by-Step SolutionSolution:Step 1: Understand Kafka message flow challengesComplex flows can lose or duplicate messages without proper handling.Step 2: Role of advanced patternsAdvanced patterns add reliability and fault tolerance to handle these challenges.Final Answer:To ensure reliable and fault-tolerant processing of messages -> Option AQuick Check:Reliability = Advanced patterns [OK]Quick Trick: Think reliability and fault tolerance first for complex flows [OK]Common Mistakes:Confusing speed optimization with reliabilityAssuming fewer topics means better patternsIgnoring fault tolerance needs
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