Synthèse
Operating at 150 billion events per day means every architectural assumption gets tested. Managed streaming gave us the operational simplicity of a managed Kafka service, but at our scale we also encountered limits that were easy to underestimate: broker networking ceilings, S3 request rate behavior, tiered storage offload throughput, and managed service control plane dependencies. The following challenges shaped the next phase of StreamHub’s resilience.
Operating at 150 billion events per day means every architectural assumption gets tested. Managed streaming gave us the operational simplicity of a managed Kafka service, but at our scale we also encountered limits that were easy to underestimate: broker networking ceilings, S3 request rate behavior, tiered storage offload throughput, and managed service control plane dependencies. The following challenges shaped the next phase of StreamHub’s resilience.
Lessons for Teams Adopting Managed Streaming at Scale
· 28 juil.