Tag:Data Architecture
Articles tagged "Data Architecture".
- 31 MIN READ•Sep 10, 2026
Agentic Data Architecture
A six-layer reference architecture for agents on company data: planners, tool boundaries, identity, the semantic layer, and what breaks when a layer is missing.
Agentic AIdata architecturesemantic layer - 31 MIN READ•Jul 28, 2026
The Five Layers Between Your Lakehouse and a Trustworthy Agent
Agent reliability is a property of the stack the model sits on. Five layers with distinct owners and failure modes turn the agent is unreliable.
AI AgentsApache IcebergData Architecture - 31 MIN READ•Jul 24, 2026
The Breakdown of the Open Lakehouse in 2026: Iceberg, Arrow, Polaris, Parquet, and Ossie, and How to Actually Build One
A detailed breakdown of the five Apache projects powering the open lakehouse in 2026, Parquet, Iceberg, Polaris, Arrow, and Ossie, and how to build one.
Apache IcebergApache ParquetApache Arrow - 25 MIN READ•May 29, 2024
Partitioning with Apache Iceberg - A Deep Dive
How Apache Iceberg partitioning works under the hood: hidden partitioning, time, bucket, and truncate transforms, and partition evolution versus Hive.
Data ArchitectureApache IcebergData Lakehouse - 4 MIN READ•May 15, 2024
3 Reasons Data Engineers Should Embrace Apache Iceberg
Three reasons data engineers adopt Apache Iceberg: hidden partitioning, partition evolution without rewrites, and wide engine support, plus labs to try.
Data ArchitectureApache IcebergData Lakehouse - 3 MIN READ•Apr 4, 2024
Understanding the Future of Apache Iceberg Catalogs
What an Apache Iceberg catalog does, why Java-only catalog implementations caused friction across engines, and how the REST catalog spec fixes that.
Data ArchitectureApache IcebergData Lakehouse - 13 MIN READ•Apr 1, 2024
End-to-End Basic Data Engineering Tutorial (Spark, Dremio, Superset)
A beginner tutorial: move Postgres data into an Iceberg data lake with Spark, curate and serve it through Dremio, then build a BI dashboard in Superset.
Data ArchitectureApache IcebergData Lakehouse - 6 MIN READ•Mar 9, 2024
5 Reasons Dremio is the Ideal Apache Iceberg Lakehouse Platform
Five Dremio features that matter for Iceberg lakehouses: dataset promotion, Reflections, first-class Iceberg support, catalog versioning, and table upkeep.
Data ArchitectureApache IcebergData Lakehouse - 8 MIN READ•Mar 6, 2024
The Apache Iceberg Lakehouse - The Great Data Equalizer
How Apache Iceberg undercut the Snowflake and Databricks lock-in, how each vendor answered with partial Iceberg support, and what a fully open lakehouse offers.
Data ArchitectureApache IcebergData Lakehouse - 11 MIN READ•Mar 1, 2024
10 Reasons to Make Apache Iceberg and Dremio Part of Your Data Lakehouse Strategy
Five reasons to pick Apache Iceberg, such as partition evolution and versioning, and five for Dremio, from Arrow and C3 caching to Reflections and hybrid use.
Data ArchitectureApache IcebergData Lakehouse - 10 MIN READ•Mar 1, 2024
A deep dive into the concept and world of Apache Iceberg Catalogs
How Apache Iceberg catalogs work, service versus file-system catalogs, and a tour of Nessie, Hive, REST, Glue, Snowflake, and LakeFS to help you pick one.
Data ArchitectureApache IcebergData Lakehouse