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KKKushneet Kaurcloudnativebykushneet.hashnode.dev4d ago · 5 min read

What is a Lakehouse?

This article is part of the Databricks from Scratch series.Start from the beginning: Stop Optimising Your Prompts. Fix Your Data Pipelines. Picture this. It's IPL ticket booking day. 10 AM. 1 crore

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FSFahad Shahrisingwave.comApr 8 · 17 min read

Data Lakehouse Architecture in 2026: Streaming, Iceberg, and the Real-Time Layer

A Brief History of the Lakehouse To understand where lakehouse architecture stands in 2026, it helps to trace how it got here. The data lake era (2010s) began when S3 made object storage cheap enough to store everything. Teams dropped raw files (JSON...

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FSFahad Shahrisingwave.comApr 8 · 15 min read

Apache Iceberg in 2026: Streaming Integration, Catalogs, and What Changed

Why Apache Iceberg Won Three open table formats competed for the lakehouse standard over the past several years: Apache Iceberg, Delta Lake (Databricks), and Apache Hudi (Uber). By 2026, Iceberg emerged as the format that every major data platform su...

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RLRisingWave Labsrisingwave.comApr 3 · 7 min read

Real-Time Analytics on Apache Iceberg Tables with RisingWave

RisingWave enables real-time analytics on Apache Iceberg tables by continuously ingesting data from Kafka and databases into Iceberg via streaming sinks, and — in v2.8+ — directly querying Iceberg tables as sources. This means your dashboards and app...

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RLRisingWave Labsrisingwave.comApr 3 · 7 min read

Apache Iceberg vs Delta Lake vs Apache Hudi: Table Format Comparison

Apache Iceberg, Delta Lake, and Apache Hudi are all open table formats that bring ACID transactions and reliable analytics to data lakes. Iceberg offers the broadest multi-engine support and most flexible metadata design. Delta Lake has the deepest S...

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RLRisingWave Labsrisingwave.comApr 3 · 6 min read

Real-Time Data Lakehouse with RisingWave and Apache Iceberg on S3

A real-time data lakehouse with RisingWave and Apache Iceberg on S3 gives you sub-minute data freshness, full SQL analytics, and object storage costs — without a proprietary data warehouse. RisingWave streams data continuously into Iceberg tables on ...

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RLRisingWave Labsrisingwave.comApr 3 · 6 min read

Apache Iceberg: A Complete Guide for Data Engineers

Apache Iceberg is an open table format for large analytic datasets. It brings ACID transactions, schema evolution, time travel, and partition evolution to data lakes stored on object storage like S3, GCS, or ADLS — enabling reliable, high-performance...

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RLRisingWave Labsrisingwave.comApr 3 · 5 min read

Iceberg REST Catalog Integration with RisingWave

The Iceberg REST Catalog specification provides a vendor-neutral HTTP API for managing Iceberg table metadata. RisingWave integrates with any compliant REST catalog — including the open-source Iceberg REST server, Project Nessie, Tabular, AWS Glue (v...

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RLRisingWave Labsrisingwave.comApr 3 · 6 min read

Apache Iceberg v2 vs v3: What Changed and Why It Matters

Apache Iceberg v3 introduces native variant and geometry types, row-level encryption, default column values, and multi-argument transforms — while remaining backward compatible with v2 readers for tables that don't use new features. For RisingWave us...

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RLRisingWave Labsrisingwave.comApr 3 · 5 min read

Building a Real-Time Data Lakehouse on AWS with RisingWave and Iceberg

A real-time data lakehouse on AWS combines Apache Iceberg's open table format with RisingWave's stream processing to deliver sub-second data freshness directly into S3-backed tables. RisingWave ingests events from Kafka or CDC sources, applies contin...

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Trending tags this week

What is a Lakehouse?

Data Lakehouse Architecture in 2026: Streaming, Iceberg, and the Real-Time Layer

Apache Iceberg in 2026: Streaming Integration, Catalogs, and What Changed

Real-Time Analytics on Apache Iceberg Tables with RisingWave

Apache Iceberg vs Delta Lake vs Apache Hudi: Table Format Comparison

Real-Time Data Lakehouse with RisingWave and Apache Iceberg on S3

Apache Iceberg: A Complete Guide for Data Engineers

Iceberg REST Catalog Integration with RisingWave

Apache Iceberg v2 vs v3: What Changed and Why It Matters

Building a Real-Time Data Lakehouse on AWS with RisingWave and Iceberg