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CDC from Multi-Tenant Databases with Sub-Second Latency

Blog post from Streamkap

Post Details
Company
Date Published
Author
Streamkap Team
Word Count
1,616
Company Posts That Month
2
Language
English
Hacker News Points
-
Post removed?
No
Summary

Multi-tenant databases are essential for SaaS providers, ISVs, and enterprises, enabling multiple tenants to share a single application instance while keeping their data isolated. However, the growth in tenant numbers often leads to table proliferation, posing challenges for Change Data Capture (CDC). Streamkap provides a solution by automating CDC processes, efficiently aggregating tables using Kafka for streaming and Flink for processing, offering sub-second latency without complex management. This platform reduces total cost of ownership (TCO) by supporting hybrid, on-prem, and cloud environments, ensuring real-time data flows to destinations like Snowflake and Databricks while automating schema evolution and security measures. Streamkap's enterprise-grade solution handles various multi-tenant database architectures, including logical and structural models, and supports major databases like Postgres, MySQL, SQL Server, Oracle, and MongoDB. It leverages regex-based grouping and logical sharding strategies to manage high volumes of tables, offering ultra-low latency, enhanced security, reduced costs, and operational stability to transform fragmented data into actionable intelligence.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
Real-time 8 7,285 1,202 224 +60%
Data Pipeline 1 896 273 69 +167%
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