Lakebase Articles
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Rethinking Database Storage: Why LTAP (Lakebase) is the Next Paradigm Shift
For years, system architecture has been split by a fundamental design trade-off: OLTP for low-latency point reads/writes, and OLAP for massive analytical scanning.To bridge this gap, data engineering teams have historically built complex CDC pipeline...
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Announcement | Foundational context: Cross-industry & function-specific accelerators for Lakebase
Databricks is highlighting a growing set of partner-built accelerators for Lakebase that help organizations modernize operational data systems, support stateful AI applications, and deliver real-time business workflows on a governed Databricks founda...
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Why We Moved Our Operational Database Into Databricks — And Stopped Managing Two Stacks
Lakebase just went GA. Here's what a production migration actually looks like.For most of the last decade, our data infrastructure lived in two separate worlds.On one side: a transactional database handling operational workloads — the writes, the loo...
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Great article Naveen! Thanks for putting your finger on where the actual work is in migrating to Lakebase and what teams need to think about.
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Announcement | From monolith to Lakebase to LTAP: rethinking the database from storage up
Databricks has shared a deeper look at how Lakebase rethinks database architecture by separating Postgres compute from storage, and how that design leads to LTAP, a model where transactions and analytics can run on the same underlying data without tr...
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HealthCare Prior Authorizations with Databricks Lakebase Vector Search
Healthcare organizations possess enormous volumes of care, operational and payer related data. Every care interaction generates information across care notes, diagnosis records, medication histories, imaging reports, claims systems and payer policies...
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Hi Venkat, Sent you a message. I highly recommend checking out the Lake base Security Triad framework since you are leveraging it in the product.
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Resolved! How to prevent users from creating Lakebase compute?
Dear community,According to [1] and other sources, all workspace users are assigned `CAN_CREATE` on lakebase projects, and this permission "can't be revoked".The problem is that such a project comes with by default a 8 - 16 CU lakebase compute instan...
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Thank you very much for also looking into this.I've submitted this as feedback via the new Lakebase Postgres web-ui. It doesn't look like I can link to that submitted feedback here. Let's hope for the best.
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Fortifying Enterprise Healthcare Databricks Lakebase with the Security Triad
Modern Enterprise Healthcare Lake bases have fundamentally transformed care data operations by seamlessly unifying high concurrency transactional workloads such as electronic records (EMR) syncing, streaming care vitals and persistent memory for gene...
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Databricks Lakebase Just Eliminated the Wall Between Applications and Analytics.
Hello Data Professionals, I need to tell you about something.I have been working with data platforms for a long time. Long enough to remember when "big data" was the buzzword, when Hadoop was the answer to everything, when data lakes were going to re...
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Interesting perspective. The challenge of managing separate operational and analytical systems has been a pain point for years, especially as data volumes continue to grow. Reducing dependency on complex ETL pipelines could simplify architecture and ...
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Zero Code REST Integration for Modern HealthCare Vitals via Databricks Lakebase Data API
The friction between modern operational edge applications and core analytical data systems is a massive architectural bottleneck in healthcare organizations. Building patient-facing mobile applications, synchronizing remote patient monitoring (RPM) w...
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Why We Moved Our Operational Database Into Databricks — And Stopped Managing Two Stacks
Lakebase just went GA. Here's what a production migration actually looks like.For most of the last decade, our data infrastructure lived in two separate worlds.On one side: a transactional database handling operational workloads — the writes, the loo...
- 765 Views
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Great write up and felt useful. Thanks for sharing the real experience.!
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Resolved! Controlling Agent access to Tools and Tool access to Data Operations
I am building an agentic workflow. This is a multi agent workflow - Plan, Reason, Act and Synthesize. Each agent has its own access to tools to take ACTIONS on data. Some of these agents are READ only, some can WRITE/UPDATEAll data is resident withi...
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Hi Ashwin I do want to contrast you stated really well from what is stated or implied in the Service Control policies documentation you shared.You said things1) For write or move actions, I would strongly recommend a controlled execution pattern... p...
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In our retail analytics project (CPG domain), Lakebase transformed how we handled operational data
We had ADF pipelines extracting POS data to Snowflake, but needed real-time operational tracking—job statuses, data quality alerts, user audit logs. Traditional RDS/SQL databases created ETL sync nightmares between ops and analytics layers.Lakebase s...
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Lake base Autoscaling instances are the way forward as they are cost efficient with predictable costs, optimized for performance with simplified operations. Autoscaling automatically adjusts resources based on workload demands. Scale to Zero is an ex...
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Resolved! Lakebase Data API private access with Public Network Access disabled
We are testing Azure Databricks Lakebase Autoscaling with Public Network Access disabled and standard inbound Private Link enabled.The workspace UI works privately through VPN, but the Lakebase Data API hostname still resolves to a public IP and retu...
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Hi @POCUSER , Yes, the Lakebase Data API can be used privately with Public Network Access disabled. Because the Data API is a REST endpoint (Lakebase Data API), it goes through your workspace’s standard inbound (front-end) Private Link, the databrick...
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Modern HealthCare Capacity Planning with Databricks Lake base & AI BI
Enterprise Care systems today are constrained in decision making but possess rich data. Every patient journey generates signals across multiple systems such as care observations, lab results, billing workflows and operational updates. Yet when it com...
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A New Era of Databases: Lakebase
Databases have powered software for decades, but their underlying architecture hasn’t kept pace with modern application needs—especially in the era of AI and rapid development. Lakebase introduces a new approach by separating compute from storage an...
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