大数据经典论文解读-论文索引

极客时间-大数据经典论文解读-课程

Knowledge is a skyscraper. You can take a shortcut with a fragile foundation of memorization, or build slowly upon a steel frame of understanding.
—— Naval Ravikant

0 导读

serverBigData
大数据系统构建-豆瓣
数据密集型应用系统设计-豆瓣
Streaming Systems-豆瓣
B站 - MIT - 6.824 - Distributed System
Designs， Lessons and Advice from Building Large Distributed Systems

1 Google的三驾马车

Master
The Google File System
The Hadoop Distributed File System
GFS-video

网络瓶颈
Introducing data center fabric, the next-generation Facebook data center network
深入浅出计算机组成原理

数据一致性
CAP 理论十二年回顾："规则"变了

MapReduce
Template method pattern
设计模式
L-BFGS
The mathematics behind Hadoop-based systems

Bigtable
MIT-Web应用的软件工程
MySQL Automation at Facebook Scale