White Papers
Benchmarking a Sensor Billing Application using GridDB and MariaDB
13x faster ingest. Half the query time. A fraction of the memory. This benchmark pits GridDB against MariaDB on a real-world IoT billing workload: one year of sensor data, monthly aggregations, five client nodes. See where the relational model buckles as device counts climb, and why GridDB's Key-Container architecture holds steady. Full results and schemas inside.
What's Inside
- Executive Summary
- Introduction
- Environment: Azure Configuration & Software Setup
- Test Methodology: Design, Schemas & Approach
- Ingest Benchmarks: GridDB vs. MariaDB
- Extract Benchmarks: Billing Aggregation at Scale
- Resource Usage: Load Average & Memory
- Tabular Results
- Conclusion
- Appendices: SQL & GridDB Schemas
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