Histogram Data Retrieval with Mixed Granularity Optimization
Executive Summary This document describes an optimized approach for retrieving histogram data stored across multiple temporal granularities (5-second, 1-minute, 1-hour, 1-day, 1-week, 1-month) when querying with timezone-specific ranges. The solution leverages histogram aggregation properties to minimize data retrieval overhead while maintaining statistical accuracy through intelligent granularity selection and bucket merging. Problem Statement Histogram data is …