Tag: streaming

All the articles with the tag "streaming".

• 30 MIN READ•Jul 6, 2026

  The State of Streaming to Apache Iceberg in July 2026: Every Path, Its Latency, and What to Do When Seconds Are Not Fast Enough

  Every path for streaming data into Iceberg in 2026 — Flink, Spark, Kafka Connect, broker-native, managed pipelines — with honest latency numbers and sub-second hybrid architectures.

  Apache Icebergstreamingdata engineering
• 5 MIN READ•Feb 18, 2026

  Batch vs. Streaming: Choose the Right Processing Model

  "We need real-time data." This is one of the most expensive sentences in data engineering – because it's rarely true, and implementing it when it's not neede...

  data engineeringbest practicesbatch processing
• 3 MIN READ•Jul 29, 2025

  Optimizing Compaction for Streaming Workloads in Apache Iceberg

  Learn how to design fast, incremental compaction strategies in Apache Iceberg to support high-throughput streaming pipelines without disrupting freshness or performance.

  Apache IcebergData OptimizationStreaming