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How ByteDance Solved Billion-Scale Vector Search Problem with Apache Doris 4.0

With Apache Doris 4.0 and its hybrid search capabilities, ByteDance built a search system handling 1 billion+ vectors, achieving accuracy, low latency, and cost-efficiency in infra costs.

December 16, 2025velodb.io · VeloDB Engineering Team

Apache Doris Up to 34x Faster Than ClickHouse in Real-Time Updates
We benchmarked Apache Doris against ClickHouse on ClickBench and SSB (Star Schema Benchmark), under fair resource allocations in each product's cloud services. Results: Apache Doris is 18-34x faster than ClickHouse in SSB and 2.5-4.6x faster than ClickHouse in ClickBench.
October 1, 2025velodb.io · VeloDB Engineering Team
Deploying Apache Doris with MinIO: Analytics with Storage-Compute Separation
In the Apache Doris + MinIO architecture, Apache Doris handles compute, MinIO handles storage, and the result is a modern analytics architecture that’s fast, scalable, cost-efficient, and separates compute from storage.
December 8, 2025velodb.io · VeloDB Engineering Team
Fast JSON Analytics in Apache Doris: 100x Faster Than PostgreSQL and MongoDB
Apache Doris uses the VARIANT data type to deliver flexible, high-performance JSON handling, thanks to features like dynamic subcolumns, sparse columns, schema templates, lazy materialization, and path-based indexing.
December 26, 2025velodb.io · VeloDB Engineering Team

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