Baseline Manager

Overview

The Baseline Manager provides historical baseline data for the platform, enabling users to compare current real-time conditions against what is statistically normal for a given time, day, and location. This comparison is fundamental to operational decision-making: it allows operators to immediately identify whether current conditions are unusual and warrant attention, or fall within expected patterns.

The service analyzes historically archived data across configurable time windows (such as 30, 90, or 365 days) and computes aggregated baseline metrics for different times of day, days of week, and spatial regions. These baselines are cached for fast retrieval and served to the frontend, where they appear as comparison metrics alongside live data.

Related Services

• Experiment Manager — Baseline data serving
• Data Archiver — Provides archived data for baseline computation
• Data Fusion — Produces live data that gets archived
• Metrics Service — Consumes baselines for comparison