Advertiser dashboards at thousands of concurrent users
Aug 14, 2026
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Summary
This post introduces the concept of a unified serving layer for real-time analytics dashboards, specifically highlighting SingleStore's capability to handle thousands of concurrent users with low latency. It contrasts this with traditional data warehouse architectures and caching mitigation stacks, detailing the performance and data staleness issues associated with the latter. The post emphasizes SingleStore's ability to serve dashboards directly from the ingestion point, leveraging its Universal Storage and patented caching of query plans to eliminate staleness and reduce operational costs associated with high concurrency.