Usage Metering and BYOC: Where the Events Go, and Whose Infrastructure They Go Through
Blog post from Stigg
In addressing the challenges of real-time metering and data management, the discussed metering system emphasizes correctness and trust boundaries by ensuring that events are rapidly processed and accurately reflected in enforcement decisions within seconds, preventing errors from compounding due to delays. The system processes over a million events per second, with a robust pipeline that handles deduplication, enrichment, aggregation, and cost calculation to ensure accuracy and reliability. Unlike traditional systems where data might leave the network, this system offers a "Bring Your Own Cloud" (BYOC) approach, allowing deployment within a client's Virtual Private Cloud (VPC), maintaining low-latency decision-making and isolating failures by keeping usage data within the client's infrastructure. This architecture supports modular deployment, enabling organizations to choose which components to manage internally or keep on the managed cloud, while ensuring data durability and compliance through persistent storage and encryption. The system effectively combines speed and compliance, providing a flexible solution that aligns with organizational compliance requirements without compromising on performance.
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