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Architecture Digest
Architecture Digest
Aug 6, 2021 · Backend Development

GitHub’s Journey from Monolith to Microservices: Practices and Lessons

This article details GitHub’s transition from a 12‑year‑old Ruby on Rails monolith to a micro‑service architecture, covering growth challenges, modular design, data splitting, core service extraction, operational changes, and strategies for building resilient, asynchronous systems.

GitHubarchitecturebackend
0 likes · 15 min read
GitHub’s Journey from Monolith to Microservices: Practices and Lessons
Tencent Advertising Technology
Tencent Advertising Technology
Jun 16, 2017 · Artificial Intelligence

Weekly Champion Insights from the Tencent Social Ads Algorithm Competition – The ThreeIdiots Team

The ThreeIdiots team shares their experience winning the weekly champion in Tencent's social ads algorithm contest, detailing their feature engineering strategy, time‑based data splitting, handling of large‑scale data, and model choices such as LightGBM and FM, while emphasizing the importance of thoughtful feature extraction over extensive parameter tuning.

Machine LearningTencentalgorithm competition
0 likes · 7 min read
Weekly Champion Insights from the Tencent Social Ads Algorithm Competition – The ThreeIdiots Team