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What is the reason for Kafka's high performance compared to other messaging systems?

sobes.tech AI

Answer from AI

High Kafka performance is achieved through several key architectural decisions:

  • Sequential disk writing: Kafka writes messages to log files sequentially, which is much faster than random access.
  • Use of zero-copy transfer: when transferring data between disk and network, Kafka uses operating system mechanisms to minimize data copying in memory.
  • Batch processing of messages: messages are processed and transmitted in batches, reducing overhead from network calls.
  • No acknowledgments at the broker level for each message (depending on settings), which reduces latency.
  • Distributed architecture with partitioning: load is distributed among brokers, allowing horizontal scaling.
  • Client responsibility for offset management: consumers manage offsets themselves, simplifying the broker and reducing load.

All these factors together provide high throughput and low latency, making Kafka an efficient messaging system.