Tag: Apache Iceberg

All the articles with the tag "Apache Iceberg".

• 31 MIN READ•Aug 19, 2026

  Mastering Apache Iceberg v3 Deletion Vectors for High-Throughput Streaming Ingest

  Apache Iceberg v3 deletion vectors for high-throughput streaming ingest: how bitmaps and Puffin files fix CDC write amplification and read decay.

  Apache Icebergv3deletion vectors
• 30 MIN READ•Aug 19, 2026

  Goal-Directed Data Quality Agents: Anomaly Quarantine on Apache Iceberg

  Goal-directed data quality agents that watch Apache Iceberg tables, detect anomalies, and quarantine suspect data safely with snapshot isolation and branches.

  Apache Icebergdata qualityAI agents
• 30 MIN READ•Aug 19, 2026

  Policy-Aware Lakehouse Telemetry: Building Auditable AI Records on Apache Iceberg for the EU AI Act Era

  Policy-aware lakehouse telemetry for the EU AI Act era: build auditable, immutable, governed AI decision records on Apache Iceberg.

  EU AI Acttelemetrycompliance
• 30 MIN READ•Aug 19, 2026

  Write-Audit-Publish with Apache Iceberg Branches: CI/CD for Your Data

  Write-Audit-Publish with Apache Iceberg branches brings CI/CD to your data: stage, audit, then fast-forward to main so consumers never see unvalidated bytes.

  Apache Icebergwrite-audit-publishbranches
• 31 MIN READ•Aug 19, 2026

  Zero-Copy Warehouse Modernization: Moving to Apache Iceberg Without Downtime

  A practical guide to modernizing a data warehouse to Apache Iceberg without downtime, using federation first, then redirecting new data, then materializing what earns a migration.

  Apache Icebergwarehouse migrationzero-copy
• 21 MIN READ•Aug 4, 2026

  Budgeting for Agentic Analytics When Every Question Costs Something Different

  Budgeting for agentic analytics when every question costs something different: token economics, query economics, instrumentation, and the cost controls that actually return.

  AI AgentsTCOCost Management
• 21 MIN READ•Aug 4, 2026

  The Five Layers of an Agentic Lakehouse and Where the MCP Server Sits

  The five layers of an agentic lakehouse and where the MCP server sits: storage, catalog, semantic layer, MCP gateway, and agent surface, plus identity, session isolation, and budgets.

  AI AgentsMCPAgentic Lakehouse
• 21 MIN READ•Aug 4, 2026

  Autonomous Table Optimization When Your Query Workload Stops Being Predictable

  Autonomous table optimization when query workloads stop being predictable: observing file layout and query patterns, scoring compaction work, adaptive sort order, and cost discipline.

  Apache IcebergTable OptimizationCompaction
• 21 MIN READ•Aug 4, 2026

  Building Apache Iceberg Lakehouses That Run Without an Internet Connection

  How to build an Apache Iceberg lakehouse that runs fully offline: storage, catalog, compute, cross-zone transfer, compliance, and the failure modes that bite.

  Apache IcebergAir-GappedOn-Premises
• 21 MIN READ•Aug 4, 2026

  Wiring Analytical Queries to Transactional APIs in Closed-Loop Decision Agents

  Wiring analytical queries to transactional APIs in closed-loop decision agents: conditional writes, sagas with compensations, decision records, and blast radius controls.

  AI AgentsDecision LoopsSaga Pattern
• 21 MIN READ•Aug 4, 2026

  Surviving Optimistic Commit Collisions When Hundreds of Agents Write to Iceberg

  Surviving optimistic commit collisions when hundreds of agents write to Iceberg: which conflicts are real, commit buffers, partitioning, and the patterns that prevent commit storms.

  Apache IcebergConcurrencyOptimistic Concurrency
• 21 MIN READ•Aug 4, 2026

  How Iceberg V3 Deletion Vectors Fixed Merge-on-Read for Streaming Tables

  How Iceberg V3 deletion vectors replaced accumulating positional delete files and made merge-on-read viable for streaming and CDC tables.

  Apache IcebergIceberg V3Deletion Vectors