Integrating OLTP and OLAP systems can enhance capabilities around business intelligence, predictive analytics, and operational efficiency. CockroachDB is a distributed SQL database suitable for OLTP scenarios, while BigQuery is a leading OLAP solution. The integration between CockroachDB and BigQuery enables the seamless flow of data for in-depth analysis. Leveraging BigQueryML and Vertex AI enhances the power of transactional data for predictive insights and automates decision-making processes.
Table of contents
Understanding CockroachDB for OLTPElevating Analytical Processing with BigQueryIntegrating CockroachDB with BigQuery via Pub/SubA Practical Use CaseLeveraging BigQueryML & Vertex AI for Machine LearningAdvantages of using CockroachDB, BigQueryML & Vertex AIConclusionAppendix A: Loading the sample data113 Impressions