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StarRocks

StarRocks is an open‑source project under the Linux Foundation, focused on building a high‑performance, scalable analytical database that enables enterprises to create an efficient, unified lake‑house paradigm. It is widely used across many industries worldwide, helping numerous companies enhance their data analytics capabilities.

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Latest from StarRocks

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StarRocks

Apr 2, 2024 · Big Data

How We Unified Real‑Time and Batch Financial Risk Features with StarRocks

This article details the challenges of maintaining separate real‑time and batch risk‑control features, evaluates Lambda and Kappa architectures, explores storage‑unified and compute‑unified alternatives, compares Hologres, StarRocks and ClickHouse, and presents a validated StarRocks‑based solution that dramatically reduces feature delivery latency and improves accuracy.

Kappa ArchitectureLambda Architecturefeature engineering

0 likes · 19 min read

StarRocks

Mar 26, 2024 · Big Data

How Replacing Spark with StarRocks Cut Data Refresh Time by 90% and Saved 99% Cost

The article details how the Xiaohongshu data warehouse team integrated StarRocks into their offline processing pipeline, replacing Spark for heavy Cube calculations, which reduced job execution from hours to minutes, cut resource consumption by over 90%, advanced daily data output by 1.5 hours, and lowered refresh cost by more than 99%.

Big DataOLAPSpark

0 likes · 18 min read

StarRocks

Mar 19, 2024 · Databases

How StarRocks Powers Data‑Driven Financial Marketing at Ping An Bank

This article explains how Ping An Bank transformed its retail finance model from product‑centric to customer‑centric using a five‑in‑one data‑driven approach, the KYC/KYP/KYATO methodology, and the StarRocks analytics platform to build the Smart Bank 3.0 architecture, CDP, and real‑time metric layers.

Big DataCustomer 360Financial Marketing

0 likes · 14 min read

StarRocks

Mar 13, 2024 · Databases

Master StarRocks: Simplify Partitioning, Data Import, and Table Optimization

This guide walks you through using StarRocks—covering effortless expression‑based partitioning, streamlined data loading with INSERT FROM FILES and PIPE, powerful in‑flight data transformation using SELECT/JOIN/UNNEST, and flexible table structure tweaks via ALTER TABLE to boost query performance.

PipeSQLStarRocks

0 likes · 16 min read

StarRocks

Feb 29, 2024 · Databases

How a Student Built an ORC Chunk Writer for StarRocks: Insights from Open Source Summer

In this interview, graduate student Sun Yinzhen shares how he selected, designed, and implemented an ORC Chunk Writer for the StarRocks database during the Open Source Summer program, detailing the technical challenges, learning outcomes, and his perspective on open‑source contributions for computer science students.

ORCStarRocksStudent Contribution

0 likes · 12 min read

StarRocks

Feb 27, 2024 · Databases

How StarRocks Materialized Views Enable High‑Concurrency Precise Deduplication

StarRocks’ materialized view feature lets Didi replace costly fuzzy deduplication with precise, high‑concurrency deduplication for real‑time dashboards, using global dictionary mapping, layered ODS/DWD/ADS views, synchronous and asynchronous refreshes, and transparent query rewrite to cut query latency by 80% and boost QPS dramatically.

Big DataMaterialized ViewsOLAP

0 likes · 20 min read

StarRocks

Jan 30, 2024 · Big Data

How InLong Guarantees Exactly‑Once Real‑Time Writes to StarRocks

This article explains how Apache InLong provides automatic, secure, high‑performance real‑time data transfer to StarRocks, detailing the transactional Stream Load API, the two‑phase commit process, Flink‑based ingestion architecture, exactly‑once guarantees, and performance test results across different parallelism levels.

Big DataExactly-OnceInLong

0 likes · 11 min read

StarRocks

Jan 10, 2024 · Big Data

How Tencent Built the ABetterChoice SaaS A/B Testing Platform for Global Games

In 2022 Tencent's A/B Test team created the overseas SaaS product ABetterChoice, abstracting internal experiment capabilities, adapting to multi‑cloud compliance, and unifying computation with StarRocks, enabling game titles like Honor of Kings, PUBG Mobile, and Ubisoft to run scalable, compliant A/B experiments worldwide.

A/B testingData LakeMulti-Cloud

0 likes · 14 min read

How Tencent Built the ABetterChoice SaaS A/B Testing Platform for Global Games

StarRocks

Jan 3, 2024 · Big Data

How Xiaohongshu Scaled Real‑Time Analytics with StarRocks: 6‑7× Faster Queries and 35% Cost Savings

Xiaohongshu’s OLAP team migrated from Presto to StarRocks, doubling cluster count to 30, boosting query speed by 6‑7 times, cutting latency to 200 ms, and achieving up to 35% cost reduction through gray‑scale migration and AWS Spot‑based elastic scaling.

StarRockscost reductiondata platform

0 likes · 18 min read

StarRocks

Dec 22, 2023 · Databases

What’s New in StarRocks 3.2? Key Features and Usability Enhancements

StarRocks 3.2, released on December 21, 2023, introduces major usability upgrades—including optimized random bucketing, fast schema evolution, PIPE import, HTTP SQL API, runtime profiling, enhanced storage‑compute separation, data lake analysis, and advanced materialized view capabilities—while refining existing features such as indexing, catalog support, and export syntax.

StarRocksStorage Compute SeparationUsability

0 likes · 15 min read

What’s New in StarRocks 3.2? Key Features and Usability Enhancements