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The central aim is to synthesize research on architectural design patterns and benchmarking practices in Apache Kafka systems.

December 22, 2025Open Access

Analysis of Design Patterns and Benchmark Practices in Apache Kafka Event-Streaming Systems

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The central aim is to synthesize research on architectural design patterns and benchmarking practices in Apache Kafka systems.
Synthesis of forty two peer reviewed studies published between 2015 and 2025.
Identification of nine recurring design patterns in Kafka.
Examination of benchmarking practices using TPCx Kafka and Yahoo Streaming Benchmark.
Identified significant inconsistencies in configuration disclosure and evaluation rigor.
Showed that existing research limits reproducibility and cross study comparisons.
Provided a taxonomy and pattern benchmark matrix to guide architects.

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Analysis identifies design patterns and benchmarking methodologies in Kafka event streaming systems, suggesting improved reproducibility.

Muzeeb Mohammad (2025) studied this question.

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