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GIN index

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JD Cloud Developers
JD Cloud Developers
Dec 24, 2021 · Databases

Boost Address Keyword Search with PostgreSQL: GIN, pg_trgm, and pg_bigm

This article explains how PostgreSQL's native full‑text search, GIN indexes, and extensions like pg_trgm, pg_bigm, and pg_jieba can dramatically improve the speed and accuracy of Chinese address keyword searches, offering a cost‑effective alternative to external search engines.

Chinese segmentationFull-Text SearchGIN index
0 likes · 6 min read
Boost Address Keyword Search with PostgreSQL: GIN, pg_trgm, and pg_bigm
Qunar Tech Salon
Qunar Tech Salon
Jul 11, 2017 · Databases

Applying PostgreSQL GIN Index for Real‑Time Deduplication, Precise Advertising, and TOB Profiling at Alibaba

The article presents several large‑scale Alibaba use cases—real‑time deduplication of shopping‑guide articles, precision ad targeting, TOB real‑time profiling, arbitrary field combination queries, and fuzzy matching—demonstrating how PostgreSQL’s array types, GIN indexes and pg_trgm extensions enable millisecond‑level responses on billions of records.

Database OptimizationGIN indexPostgreSQL
0 likes · 20 min read
Applying PostgreSQL GIN Index for Real‑Time Deduplication, Precise Advertising, and TOB Profiling at Alibaba
Efficient Ops
Efficient Ops
Jul 9, 2017 · Databases

How Alibaba Scales Real‑Time Deduplication and Targeted Ads with PostgreSQL

This article explains how Alibaba Cloud leverages PostgreSQL’s GIN indexes, array types, and pg_trgm extension to achieve real‑time deduplication of massive guide articles, precise ad targeting, TOB profiling, arbitrary field combination, and fuzzy matching, delivering millisecond‑level latency while drastically reducing hardware requirements.

GIN indexPostgreSQLTOB profiling
0 likes · 18 min read
How Alibaba Scales Real‑Time Deduplication and Targeted Ads with PostgreSQL
Qunar Tech Salon
Qunar Tech Salon
May 2, 2015 · Databases

Optimizing Queries on Non‑Atomic Data in PostgreSQL Using Regex, Arrays, and GIN Indexes

This article examines how to efficiently query PostgreSQL tables that store comma‑separated city names by comparing plain OR conditions, regular‑expression operators, and array‑based searches with GIN indexes, showing speed measurements and validation of result consistency.

GIN indexPostgreSQLRegex
0 likes · 9 min read
Optimizing Queries on Non‑Atomic Data in PostgreSQL Using Regex, Arrays, and GIN Indexes