Google ★★ Frequent Medium PhotosDedupML

G23 · Design Google Photos G23 · 设计 Google Photos

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Google Photos architecture discussed in public talks. Credibility A.

Key decisions关键决策

  • **Content hash dedup** (with per-user privacy boundary).**内容哈希去重**(按用户保隐私边界)。
  • **Async ML**: upload fast-path; classification runs in background; results cached.**异步 ML**:上传快返;后台做识别;结果缓存。
  • **Embeddings index for search**: ANN enables natural-language search.**嵌入索引用于搜索**:ANN 支持自然语言搜索。
  • **Privacy**: user-scoped embeddings, face groups opt-in.**隐私**:按用户嵌入;人脸分组 opt-in。

Follow-ups追问

  • Storage tiering? originals moved to cold when not accessed 90 d.分级存储?90 天未访问降到冷层。

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