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11 数据库

关系型数据库​

NoSQL 数据库​

各种 NoSQL 数据库​

列数据库 Column Database​

文档数据库 Document Database - MongoDB, SimpleDB, CouchDB​

  • Data Points - What the Heck Are Document Databases?
  • eBay: Building Mission-Critical Multi-Data Center Applications with MongoDB
  • The AWS and MongoDB Infrastructure of Parse: Lessons Learned
  • Migrating Mountains of Mongo Data
  • Couchbase Ecosystem at LinkedIn
  • SimpleDB at Zendesk
  • Github: Awesome MongoDB

数据结构数据库 Data structure Database - Redis​

  • Learn Redis the hard way (in production) at Trivago
  • Twitter: How Twitter Uses Redis To Scale - 105TB RAM, 39MM QPS, 10,000+ Instances
  • Slack: Scaling Slack’s Job Queue - Robustly Handling Billions of Tasks in Milliseconds Using Kafka and Redis
  • GitHub: Moving persistent data out of Redis at GitHub
  • Instagram: Storing Hundreds of Millions of Simple Key-Value Pairs in Redis
  • Redis in Chat Architecture of Twitch (from 27:22)
  • Deliveroo: Optimizing Session Key Storage in Redis
  • Deliveroo: Optimizing Redis Storage
  • GitHub: Awesome Redis

时序数据库 Time-Series Database​

  • What is Time-Series Data & Why We Need a Time-Series Database
  • Time Series Data: Why and How to Use a Relational Database instead of NoSQL
  • Beringei: High-performance Time Series Storage Engine @Facebook
  • Introducing Atlas: Netflix’s Primary Telemetry Platform @Netflix
  • Building a Scalable Time Series Database on PostgreSQL
  • Scaling Time Series Data Storage - Part I @Netflix
  • Design of a Cost Efficient Time Series Store for Big Data
  • GitHub: Awesome Time-Series Database

图数据库 - Graph Platform​

  • Intro to graph databases, Part 1, Graph databases and the CRUD operations
  • Intro to graph databases, Part 2, Building a recommendation engine with a graph database
  • 《Graph Database》
  • Handling Billions of Edges in a Graph Database
  • Neo4j case studies with Walmart, eBay, AirBnB, NASA, etc
  • FlockDB: Distributed Graph Database for Storing Adjacency Lists at Twitter
  • JanusGraph: Scalable Graph Database backed by Google, IBM and Hortonworks
  • Amazon Neptune

搜索数据库 - ElasticSearch​

  • Elasticsearch: The Definitive Guide 官网方的 ElasticSearch 的学习资料
  • Elasticsearch Performance Tuning Practice at eBay
  • Elasticsearch at Kickstarter
  • 9 tips on ElasticSearch configuration for high performance
  • Elasticsearch In Production - Deployment Best Practices
  • GitHub: Awesome ElasticSearch