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Asif Iqbal
·15 MIN READ·CRAFT

Benchmarking ticket deduplication at 2M events/mo

An empirical look at hash collision handling and idempotency keys across distributed queue handoffs.

When processing millions of webhook notifications from multiple platforms, network retries inevitably produce duplicate events.

Here is an in-depth benchmark of Redis hyperloglog vs. distributed Bloom filters and PostgreSQL transactional idempotency keys under high concurrency.