Tag: streaming

All the articles with the tag "streaming".

• 31 MIN READ•Jul 28, 2026

  Apache Fluss and Kafka Solve Different Problems in an Iceberg Pipeline

  Fluss puts a columnar, indexed hot tier between Kafka and Iceberg. Here's what it changes structurally, what Kafka still does better, and how to benchmark the comparison yourself.

  Apache IcebergApache FlussKafka
• 31 MIN READ•Jul 28, 2026

  Serving Sub-Second Queries Over an Iceberg Lakehouse With a Hot Tier

  A lakehouse cannot serve sub-second queries over seconds-old data. A hot tier in front solves it, with consequences for consistency, governance, and operational surface.

  Apache IcebergStreamingData Serving
• 31 MIN READ•Jul 25, 2026

  Freshness Is a Contract, Not a Note on a Dashboard

  Data freshness needs to become an engineering contract with a measurable value, an owner, and consequences. How to decompose lag, make freshness queryable, and keep agents honest.

  data freshnessdata qualityapache iceberg