RTABench: A New Benchmark for Real-Time Analytics Applications
Traditional analytics benchmarks often overlook the needs of real-time applications, such as generating fast, targeted insights for specific users, devices, or transactions. RTABench addresses this gap by providing a benchmark that accurately reflects real-time analytics within applications, using a normalized schema, realistic dataset sizes, and queries that match real-world usage patterns. It includes 33 queries covering raw event queries, selective filtering, multi-table joins, and pre-aggregated queries to assess database performance on normalized schemas, selective filtering, and incremental materialized views. RTABench supports multiple databases and welcomes community contributions to expand its database support and optimizations.