Tagged articles

ThreadModel

2 articles · Page 1 of 1
Cloud Architecture
Cloud Architecture
Apr 26, 2026 · Backend Development

Redis Object Storage Best Practices: String vs Hash, Big‑Key Splitting, Hot‑Key Handling, and Thread Model Explained

This article walks through production‑grade Redis object‑storage design, comparing String and Hash data structures, explaining why large keys and hot keys can cripple performance, and presenting a decision tree, split strategies, thread‑model insights, code samples, and monitoring recommendations to build a scalable, observable cache layer.

BigKeyCacheDesignHash
0 likes · 34 min read
Redis Object Storage Best Practices: String vs Hash, Big‑Key Splitting, Hot‑Key Handling, and Thread Model Explained
dbaplus Community
dbaplus Community
Jan 26, 2021 · Databases

How OPPO Turned MongoDB from a Niche DB into a Core, Scalable, Multi‑Data‑Center System

This article details OPPO's journey of adopting MongoDB at massive scale, addressing common misconceptions, designing multi‑data‑center active‑active architectures, optimizing thread models and migration processes, and applying performance‑boosting techniques that yielded multi‑fold improvements for trillion‑row clusters.

CostSavingDatabaseSecurityMongoDB
0 likes · 30 min read
How OPPO Turned MongoDB from a Niche DB into a Core, Scalable, Multi‑Data‑Center System