Beyond Stream Ingestion - Building Stream Processing Pipelines with Just SQL
StreamNative via YouTube
Overview
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Learn how to build complex stream processing pipelines using only SQL through this 40-minute conference talk from StreamNative's Data Streaming Summit. Discover Google Cloud's revolutionary approach to real-time stream processing with BigQuery continuous queries, a serverless, SQL-native solution that eliminates the need for managing complex frameworks like Flink or Spark. Explore how this unified model combines real-time AI inference with stream processing, enabling you to create AI-enhanced pipelines without operational complexity. Examine the architectural decisions behind Google-scale, low-latency streaming systems and understand how SQL can now orchestrate complete streaming workflows from ingestion to enrichment to activation. Gain insights into real-world AI-driven use cases built entirely on SQL, while learning how Google Cloud's serverless architecture reduces both cost and operational overhead for modern data practitioners working with event-driven architectures and real-time applications.
Syllabus
[AI + Stream Processing] Beyond Stream Ingestion: Building Stream Processing Pipelines with Just SQL
Taught by
StreamNative