A Unified Namespace Determines Your Historian Schema, Not the Other Way Around

This story was originally published on HackerNoon at: https://hackernoon.com/a-unified-namespace-determines-your-historian-schema-not-the-other-way-around. Design a historian schema for Unified Namespace architectures. Learn why narrow tables, surrogate keys, and relational namespaces outperform wide models. Check more stories related to programming at: https://hackernoon.com/c/programming. You can also check exclusive content about #unified-namespace, #uns-data-model-design, #database-architecture, #timescaledb-iot-schema, #isa-95-namespace-architecture, #surrogate-key-historian-design, #tag-management, #good-company, and more. This story was written by: @tigerdata. Learn more about this writer by checking @tigerdata's about page, and for more stories, please visit hackernoon.com. Most teams design the historian first and connect it to a Unified Namespace later. This article argues the reverse: the UNS owns identity, so it should dictate the historian schema. That means storing tag identity in a relational namespace table with surrogate keys and keeping history in a narrow hypertable. The result: tag renames, hierarchy changes, and churn happen without rewriting history.