Implementing A/B Testing for Low‑Frequency Mobile App Home UI with a Hybrid Client‑Server Approach

This article explains the challenges of low‑frequency home‑page UI A/B testing in a mobile app and presents a hybrid client‑server solution that assigns UUIDs to users, uses MurmurHash for logical grouping, maps to business groups, and outlines server‑side handling and best practices.

A/B testingMurmurHashUser Segmentation

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Implementing A/B Testing for Low‑Frequency Mobile App Home UI with a Hybrid Client‑Server Approach

Mafengwo Technology

May 23, 2019 · Backend Development

How MaFengWo Scales AB Testing with OpenResty and Multi‑Layer Caching

This article explains how MaFengWo built a data‑driven AB testing platform using OpenResty, MurmurHash, and a three‑tier cache to achieve low‑latency, high‑throughput traffic splitting across web, app, and micro‑service environments.

ABTestingBackend ArchitectureMurmurHash

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How MaFengWo Scales AB Testing with OpenResty and Multi‑Layer Caching

21CTO

Mar 30, 2016 · Fundamentals

Choosing the Right Hash Algorithm: Thomas Wang vs. MurmurHash

This article explains how to select appropriate hash functions for different key types, compares Thomas Wang's integer mix function with MurmurHash for strings, and details rehash strategies, load factor thresholds, and value storage structures in hash tables.

Data StructuresMurmurHashRehash

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Choosing the Right Hash Algorithm: Thomas Wang vs. MurmurHash