About Bitemporal Data Model Understand bitemporal data models with two timelines: transaction time and valid time, for temporal database management.

About Bitemporal Data Model This article was originally published on bmf-tech.com . Overview This post summarizes what I have researched about the Bitemporal Data Model. What is Bitemporal Data Mod...

#bitemporal #unitemporal #nontemporal #history

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Delta First: Building Efficient Bitemporal Tables in Microsoft Fabric In financial services, the questions that matter most are rarely answered by “the latest record.” Regulators, auditors, model validators, and operations teams want something more specific: what was true for the business at the time, and what did we know at the time? That’s bitemporal thinking—and it’s exactly the kind of problem where Microsoft Fabric’s Lakehouse on Delta becomes more than storage. It becomes a practical design advantage. In this post, I’m going to walk through what bitemporal tables actually require, why intervals matter (ValidFrom/ValidTo), and how to implement bitemporal efficiently in Fabric by leaning into #DeltaLake in the Lakehouse.

#Bitemporal isn’t extra history—it’s operational clarity: what was true, and what did we know, at the time. Here’s why #MSFabric Lakehouse on Delta is a powerful bitemporal implementation, plus how materialized lake views can own interval closure and when #AzureSQL belongs in the mix. #MSFabric

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⏱️ Poor man's bitemporal data system in SQLite and Clojure

www.evalapply.org/posts/poor-m...

#database #software #time #bitemporal #clojure #sqlite #analytics

"If I had a requirement to monitor all the new systems that we've onboarded, for their first three days, to ensure they stay within agreed limits, could we do that with @xtdb.com?"

Time-oriented requirements are *everywhere*!

#bitemporal #sql

JUXT Blog: Reconciliation, Risk, ML and Other Use Cases for Bitemporal Systems [video] The bitemporal data model is known for solving key reporting and compliance requirements, but it is tricky to implement and maintain correctly. Watch this talk to discover the pitfalls of various appr...

⭐ Happy 2025 🎆 Let's kick it off by making your data’s history auditable.

#Bitemporal data models tackle reporting challenges in finance – but they’re tough to implement.

💡 At #OSFFNYC, @xtdb.com Head of Product @refset.bsky.social shared how to avoid common pitfalls 🎥 www.juxt.pro/blog/reconci...

Why it's time to retire CRUD · XTDB

🎁 Day 2️⃣4️⃣ of our annual Content Advent Calendar 🗓️🎄

Jason Bloomberg – Managing Director at Intellyx – explores how #bitemporal #data models can enhance resilience and auditability in data systems, and enable a more comprehensive understanding of "what happened when" ➡️ xtdb.com/blog/retire-...

🚨 #TechTalk 💡 We're starting in 1 hour (16:00 UK / 17:00 CET / 11:00 ET).

Join @refset.bsky.social as he walks us through how we can enhance our #data systems with #bitemporal capabilities that allow for better reporting and auditability ➡️ RSVP here: zoom.us/webinar/regi...