22-25 April 2026
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SQLBits 2022

Streaming data and privacy by design on GCP

Learn about streaming millions of events per day into BigQuery, access to which is controlled using column level security
We ingest about 10million raw events per day using GCP technologies Pub/Sub, Dataflow, & BigQuery. Once its there we apply column-level security to make sure our employees can't access data they're not supposed to be able to access. I'd love to tell you about how we do it. N.B. This is nothing to do with SQL Server. Or Azure. I just thought it might be interesting for folks that aren't used to GCP technologies to know more about them.