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How Statsig Streams 1 Trillion Events A Day
- Statsig currently processes over a trillion events daily, which is a remarkable achievement for any organization.
- Statsig’s streaming architecture consists of 3 main components: Request Recorder, Log Processing, and Routing.
- Data ingestion layer is responsible for receiving, organizing, and securely storing data.
- Message Queue Layer manages how data flows between different component.
- The Business Logic Layer is where the main processing of data takes place.
- Routing and Integration Layer in Statsig's pipeline is responsible for directing processed data to its final destination.
- Statsig has employed multiple cost optimization strategies to handle the challenge of processing over a trillion events daily while keeping the operational cost low.
- The strategies involve a mix of technical solutions, infrastructure choices, and design decisions.
- Statsig has built an infrastructure capable of supporting rapid growth while maintaining high reliability and performance.
- By using features and tools like Pub/Sub, GCS, and advanced compression techniques, Statsig balances the challenges of low latency, data integrity, and cost-effectiveness.
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