intermediateApache Kafka

How does Kafka achieve high throughput and low latency?

Kafka uses sequential disk writes (append-only logs, which are much faster than random I/O), zero-copy transfer (sending data straight from disk to the network socket via the OS, bypassing the application's own memory), batching of messages on both the producer and consumer sides to reduce per-message network overhead, and partitioning to parallelize work across many brokers and consumers simultaneously.

Ready to master this question?

Generate a complete walkthrough — background, the full answer in plain language, a working code example explained line by line, a real-world scenario, common mistakes, and how this same question gets asked in different ways.

Sign in to generate a response

Next Step

Continue to After enabling caching, your database load drops as expected, but memory usage keeps climbing. What might be wrong?← Back to all Spring Boot & Microservices questions