Tagged articles

lakehouse architecture

4 articles · Page 1 of 1

Aug 21, 2026 · Big Data

Real-Time Data Warehouse Evolution: Flink Writes, Paimon Stores, Doris Queries, One Platform Manages

This article details a lightweight real-time data warehouse architecture using Apache Flink 2.0+ for streaming writes, Apache Paimon for lakehouse storage, Apache Doris for interactive queries, and a custom RT-DWH management platform to unify metadata, quality, permissions, and observability — reducing component count and operational complexity for small-to-medium teams.

Apache DorisApache FlinkApache Paimon

0 likes · 21 min read

Real-Time Data Warehouse Evolution: Flink Writes, Paimon Stores, Doris Queries, One Platform Manages

Lakehouse Research Base

Aug 19, 2026 · Big Data

How 1565PB of High-Quality Datasets Are Reshaping Lakehouse Architecture for AI

China's high-quality dataset count hit 120,000 totaling 1,565 PB with 60% quarterly growth, exposing four systemic gaps in traditional BI-oriented lakehouse architectures — storage, governance, compute performance, and security — and driving an AI-native reference architecture built on Paimon, StarRocks, tiered storage, operator-level lineage, and multi-modal retrieval.

AI training dataApache PaimonData Quality

0 likes · 43 min read

How 1565PB of High-Quality Datasets Are Reshaping Lakehouse Architecture for AI

DataFunSummit

Nov 12, 2024 · Big Data

Data Lake and Data Warehouse Architectures: Expert Insights from Industry Leaders

The article summarizes a roundtable discussion where experts compare four lake‑warehouse architectural patterns, explain their suitability for different business scenarios, contrast them with traditional data warehouses, and highlight practical considerations for choosing and evolving data platforms.

Hudiiceberglakehouse architecture

0 likes · 6 min read

Data Lake and Data Warehouse Architectures: Expert Insights from Industry Leaders

StarRocks

Jul 24, 2024 · Big Data

Why Lakehouse Architecture Is Redefining Big Data Infrastructure in the AI Era

The article examines the rapid rise of lakehouse architecture, its market momentum, core components—including storage, metadata, table formats, and compute layers—compares Iceberg, Hudi, and Delta Lake, discusses the shift from HDFS to object storage, and outlines the strategic importance of lakehouses for AI-driven data management and future data infrastructure trends.

AIApache Icebergbig data

0 likes · 28 min read

Why Lakehouse Architecture Is Redefining Big Data Infrastructure in the AI Era