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
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