Razorpay Kafka: 3,000 Connections Too Many
Partitions, connectors and the IAM cap that ended the surge before it started.
Little's law for connection pools: concurrent connections equal peak requests per second times p99 latency in seconds. Add a safety factor, then spread the pool across pods.
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Little's law for pools. Concurrent connections equal peak RPS times p99 latency in seconds, times a safety factor, spread across pods. Defaults mirror a 10k TPS payments switch at 45ms p99.
Partitions, connectors and the IAM cap that ended the surge before it started.
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