dongzerun/system-design-and-architecture

Learn how to design large-scale systems. Prep for the system design interview.

System Design and Architecture

English | 中文版

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English Version

System Design in Practice

• Crack the System Design Interview - Designing Pinterest or Instagram as an example
• Designing Uber
• How Facebook Scale its Social Graph Store? TAO
• How Netflix Serves Viewing Data?
• How to design robust and predictable APIs with idempotency?
• How to stream video over HTTP for mobile devices? HTTP Live Streaming (HLS)
• What is Apache Kafka?
• Designing a URL shortener
• Designing a KV store with external storage
• Designing Facebook photo storage
• Designing Stock Exchange
• Designing Smart Notification of Stock Price Changes
• Designing Square Cash or PayPal Money Transfer System
• Designing payment webhook
• Designing a metric system
• Designing a recommendation system
• Designing Airbnb or a hotel booking system
• Lyft's Marketing Automation Platform -- Symphony
• Designing typeahead search or autocomplete
• Designing a Load Balancer or Dropbox Bandaid
• TODO
  • Designing instagram or newsfeed APIs
  • Designing Yelp / Finding nearest K POIs
  • Designing trending topics / top K exceptions in the system
  • Designing Leetcode
  • Designing distributed web crawler
  • Designing i18n service
  • Designing ads bidding system
  • Designing a dropbox or a file-sharing system
  • Designing a calendar system
  • Designing an instant chat system / Facebook Messenger / WeChat

Theories

• Introduction to Architecture
• How to scale a web service?
• ACID vs BASE
• Data Partition and Routing
• Replica, Consistency, and CAP theorem
• Load Balancer Types
• Concurrency Model
• Improving availability with failover
• Bloom Filter
• Skiplist
• B tree vs. B+ tree
• Intro to Relational Database
• 4 Kinds of No-SQL
• Key value cache
• Stream and Batch Processing Frameworks
• Cloud Design Patterns
• Public API Choices
• Lambda Architecture
• iOS Architecture Patterns Revisited
• What can we communicate in soft skills interview?
• Experience Deep Dive
• 3 Programming Paradigms
• SOLID Design Principles

系统设计与构架 - 中文版

实践

• 设计一个短网址系统
• 设计优步打车服务
• Facebook如何存储大规模社交图谱(graph)？TAO
• 什么是 Apache Kafka?
• 设计Facebook图片存储系统
• 如何使用HTTP协议向移动设备传输视频? HTTP Live Streaming (HLS)
• Lyft 的营销自动化平台 Symphony
• 设计负载均衡器
• 设计以人为本的国际化（i18n） 工程方案

理论

• 构架入门
• 软技能面试可以谈点什么？
• 键值缓存有哪些用法？
• 如何构建大规模的网站服务?
• 如何使用幂等性设计出高可靠的API？
• 过往工作经验面试
• 跳跃表
• 布隆过滤器
• Lambda 架构
• 4种非关系型数据库（No-SQL）
• 通过失效转移提高系统可用性
• 再窥iOS架构模式
• 流处理和批处理框架
• 谷歌的软件工程：软件开发

Join us for further discussion!

• Telegram: 142 members
• Wechat 230 members: 加 onetptp 好友注明加系统设计群

License

GPL v3