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Vectorized Query Engine

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Baidu Geek Talk
Baidu Geek Talk
Jun 9, 2025 · Databases

How BaikalDB Tackles OLAP Challenges with Vectorized and MPP Engines

BaikalDB, Baidu's distributed storage system, evolves from an OLTP‑focused engine to a hybrid HTAP architecture by introducing a vectorized query engine and a massively parallel processing (MPP) layer, addressing compute and resource bottlenecks for large‑scale analytical workloads while preserving transactional guarantees.

BaikalDBDatabase ArchitectureHTAP
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How BaikalDB Tackles OLAP Challenges with Vectorized and MPP Engines