Tag: Apache Iceberg

All the articles with the tag "Apache Iceberg".

• 21 MIN READ•Aug 4, 2026

  Designing Policy-Aware Telemetry Tables for AI Systems in Apache Iceberg

  Designing policy-aware AI telemetry tables in Apache Iceberg: what to log, tamper evidence, retention against conflicting deletion requirements, and tracing agent decisions.

  Apache IcebergAI TelemetryEU AI Act
• 21 MIN READ•Aug 4, 2026

  How the Iceberg REST Catalog Turned Into the Lakehouse Control Plane

  How the Iceberg REST catalog became the lakehouse control plane: multi-table atomic commits, credential vending, capability negotiation, and what still breaks.

  Apache IcebergREST CatalogApache Polaris
• 21 MIN READ•Aug 4, 2026

  A Migration Playbook for Moving Legacy Warehouses onto Apache Iceberg

  A dependency-first playbook for migrating legacy warehouses onto Apache Iceberg: snapshot vs migrate vs add_files, four-level parity validation, and federation-based cutover.

  Apache IcebergMigrationData Warehouse
• 21 MIN READ•Aug 4, 2026

  What Zero-Copy Data Sharing Actually Does Between Salesforce, Snowflake, and Databricks

  What zero-copy data sharing actually does across Salesforce, Snowflake, and Databricks: query federation, file federation, catalog federation, and when copying still wins.

  Zero-CopyData SharingApache Iceberg
• 31 MIN READ•Aug 2, 2026

  Apache Polaris 1.7.0 and the Quiet Work of Making a Catalog Trustworthy

  Apache Polaris 1.7.0 deep dive: idempotent writes, semantic models, stricter credential vending, orphan cleanup, and what the upgrade asks of you.

  Apache PolarisApache IcebergCatalog
• 31 MIN READ•Aug 2, 2026

  Designing Batch Pipelines That Write Well Into Apache Iceberg

  How to design batch pipelines that write well into Apache Iceberg: commit strategy, partitioning, sort order, write-audit-publish, and maintenance done right.

  Apache IcebergData EngineeringBatch Pipelines
• 31 MIN READ•Aug 2, 2026

  Apache Iceberg Support Across the Major Hyperscalers

  How AWS, Google Cloud, and Microsoft Azure actually support Apache Iceberg: storage, catalogs, maintenance, governance, and interoperability, layer by layer.

  Apache IcebergAWSGoogle Cloud
• 31 MIN READ•Jul 28, 2026

  Building Agent Telemetry Tables in Iceberg That Survive an Audit

  A practical guide to building agent decision traces in Apache Iceberg that support audit reconstruction, governance review, and cost attribution across sessions.

  Apache IcebergAI AgentsData Governance
• 31 MIN READ•Jul 28, 2026

  What Agentic Analytics Actually Costs, and How to Keep It Bounded

  Agent analytics generates two cost streams that scale on different variables. Here's the arithmetic, the levers that actually move the number, and how to build attribution before you need it.

  AI AgentsAnalyticsCost Optimization
• 31 MIN READ•Jul 28, 2026

  Running an Apache Iceberg Lakehouse With No Internet Connection

  A practical guide to deploying an Iceberg lakehouse in air-gapped environments: component choices, artifact pipelines, identity without a cloud, and the operational realities that surprise teams.

  Apache IcebergAir-GappedData Engineering
• 31 MIN READ•Jul 28, 2026

  When the Query Optimizer Starts Managing Its Own Materializations

  Autonomous materialized view management replaces quarterly review meetings with workload-driven scoring, and it's essential when AI agents generate unpredictable query patterns.

  Apache IcebergQuery OptimizationAI Agents
• 31 MIN READ•Jul 28, 2026

  Why AI Agents Fail on Raw Data, and What to Give Them Instead

  Agents fail on raw lake data because business rules live in people's heads. Data products with semantic contracts fix this at the source.

  AI AgentsApache IcebergSemantic Layer