Interview Preparation

Algorithms

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• https://www.hackerrank.com/domains 
• https://oj.leetcode.com/problemset/algorithms/ LeetCode至少要刷三遍，付费部分的题建议花点钱看一下，舍不得孩子套不着狼
• http://lintcode.com/ 
• http://www.ninechapter.com/solutions/ 
• http://www.geeksforgeeks.org/about/interview-corner/
• TopCoder Algorithm Tutorial: http://help.topcoder.com/data-science/competing-in-algorithm-challenges/algorithm-tutorials/ 其中几何算法的教程要仔细看，Google特爱出几何题
• CC150: Cracking the Code Interview: http://www.valleytalk.org/wp-content/uploads/2012/10/CrackCode.pdf 

 

OO Design

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http://blog.csdn.net/longyulu/article/details/9159589

 

System Design

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Here are some articles about system design related topics.

• How to Rock a Systems Design Interview
• System Interview
• Scalability for Dummies
• Scalable Web Architecture and Distributed Systems
• Numbers Everyone Should Know
• Scalable System Design Patterns
• Introduction to Architecting Systems for Scale
• Transactions Across Datacenters
• A Plain English Introduction to CAP Theorem
• The CAP FAQ
• Paxos Made Simple
• Consistent Hashing
• NOSQL Patterns
• Scalability, Availability & Stability Patterns

Hot Questions and Reference:

 

There are some good references for each question. The references here are slides and articles.

 

Design a CDN network
Reference:

• Globally Distributed Content Delivery.

 

Design a Google document system

Reference:

• google-mobwrite
• Differential Synchronization.

 

Design a random ID generation system

Reference:

• Announcing Snowflake
• snowflake.

 

Design a key-value database

Reference:

• Introduction to Redis.

 

Design the Facebook news seed function

Reference:

• What are best practices for building something like a News Feed?
• What are the scaling issues to keep in mind while developing a social network feed?
• Activity Feeds Architecture

 

Design the Facebook timeline function

Reference:

• Building Timeline
• Facebook Timeline.

 

Design a function to return the top k requests during past time interval

Reference:

• Efficient Computation of Frequent and Top-k Elements in Data Streams
• An Optimal Strategy for Monitoring Top-k Queries in Streaming Windows

 

Design an online multiplayer card game

Reference:

• How to Create an Asynchronous Multiplayer Game
• How to Create an Asynchronous Multiplayer Game Part 2: Saving the Game State to Online Database
• How to Create an Asynchronous Multiplayer Game Part 3: Loading Games from the Database
• How to Create an Asynchronous Multiplayer Game Part 4: Matchmaking
• Real Time Multiplayer in HTML5

 

Design a graph search function

Reference:

• Building out the infrastructure for Graph Search
• Indexing and ranking in Graph Search
• The natural language interface of Graph Search and Erlang at Facebook.

 

Design a picture sharing system

Reference:

• Flickr Architecture
• Instagram Architecture.

 

Design a search engine

Reference:

• How would you implement Google Search?
• Implementing Search Engines

 

Design a recommendition system

Reference:

• Hulu’s Recommendation System
• Recommender Systems

 

Design a tinyurl system

Reference:

• System Design for Big Data-tinyurl
• URL Shortener API.

 

Design a garbage collection system

Reference:

• Baby's First Garbage Collector.

 

Design a scalable web crawling system

Reference:

• Design and Implementation of a High-Performance Distributed Web Crawler

 

Design the Facebook chat function

Reference:

• Erlang at Facebook
• Facebook Chat

 

Design a trending topic system

Reference:

• Implementing Real-Time Trending Topics With a Distributed Rolling Count Algorithm in Storm
• Early detection of Twitter trends explained

 

Design a cache system

Reference:

• Introduction to Memcached.