A manufacturing company collects sensor readings from thousands of factory devices. Each reading is a timestamped record with a device ID and numeric values. The analytics team needs to run queries that aggregate metrics over time ranges (e.g., average temperature per device per hour) with fast interpolation and downsampling. The solution must handle high ingestion rates and be purpose-built for time-series workloads while minimizing operational overhead. Which Azure storage option should you recommend?