Discuss the trade-offs between different database technologies for data storage.
Using the supplied technology and benchmark data, write a SQL query that summarizes measurable trade-offs for each technology, including technologies without benchmark records. Classify each technology based on its observed characteristics.
Insufficient benchmark data as the profile.technology_name, storage_model, avg_read_latency_ms, avg_write_latency_ms, avg_throughput_ops_sec, avg_storage_gb, tradeoff_profile.Insufficient benchmark data.<= 10 as Low-latency access, storage <= 100 as Storage efficiency, throughput >= 20000 as High throughput, else Balanced trade-off.| Column | Type | Description |
|---|---|---|
| technology_idPK | INT | Unique storage technology identifier |
| technology_name | VARCHAR(100) | Name of the database or storage technology |
| storage_model | VARCHAR(50) | Primary storage model |
| consistency_level | VARCHAR(50) | Typical consistency guarantee |
| Column | Type | Description |
|---|---|---|
| benchmark_idPK | INT | Unique benchmark observation identifier |
| technology_id | INT | Referenced storage technology |
| workload_type | VARCHAR(50) | Workload represented by the observation |
| read_latency_ms | DECIMAL(10,2) | Average read latency in milliseconds |
| write_latency_ms | DECIMAL(10,2) | Average write latency in milliseconds |
| throughput_ops_sec | INT | Observed operations per second |
| storage_gb | DECIMAL(10,2) | Storage consumed in gigabytes |