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hzraevets committed Nov 17, 2015
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.DS_Store
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64 changes: 64 additions & 0 deletions data/IOAM.md
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- ### Linux基础
- Linux FHS : Filesystem Hierarchy Standard
- Linux 基本操作命令:Linux command cheat sheet

- #### Linux 内置编辑器:
- vi
- nano

- Linux 系统
- Centos
- Debian
- Ubuntu

- ### 运维命令

- ### 基础服务
- LAMP或LNMP :Apache/Nginx,MySQL,PHP/Python/Perl LAMP (software bundle)
- FTP
- DNS
- SAMBA
- EMAIL
- NTP
- DHCP

- ### 运维平台工具
- Nagios
- Puppet
- Zabbix
- Cacti
- SaltStack

- ### 脚本
- Shell
- Python
- Perl

- ### 底层
- Linux C
- Linux 内核

- ### 网络
- TCP/IP协议
- tcpdump抓包

- ### DevOps
- SSH证书
- Fabric
- SaltStack
- Puppet
- pssh/dsh

- ### 安全
- #### 防火墙配置
- iptables

- ### 硬件
- 接口类型
- 查看硬件信息
- 知道各类型服务器,如塔式、机架式、刀片式

- ### 其它
- 安全意识
- 责任心
- 沟通方式/技巧
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- ### 大数据处理框架
- #### Spark
- RDD
- Spark SQL
- Spark Streaming
- MLLib

- #### Hadoop
- HDFS(分布式文件系统)
- Mapreduce(计算框架)
- Yarn(资源管理平台)
- Pig(piglatin 语句到 mapreduce 的映射)
- Hive(数据仓库,提供 SQL)
- Mahout(机器学习算法的 mapreduce 实现库)

- #### Kafka
- #### Storm
- #### ELK
- ElasticSearch
- Logstash
- Kibana

- ### 数据库
- SQL
- MySQL
- MongoDB
- Cassandra
- Redis
- SQLite
- bsddb
- HBase

- ### 编程语言
- Python
- R
- Ruby

- ### 数据分析挖掘
- MATLAB
- SPSS
- SAS


- ### 数据可视化
- R
- D3.js
- ECharts
- Excle

- ### 人工智能
- #### 机器学习
- 聚类
- 时间序列
- 推荐系统
- 回归分析
- 文本挖掘
- 决策树
- 支持向量机
- 贝叶斯分类
- 神经网络

- ### 算法
- #### 一致性
- paxos
- raft
- gossip

- #### 数据结构
- 栈,队列,链表
- 散列表
- 二叉树,红黑树,B树
-

- #### 常用算法
- ##### 排序
- 插入排序
- 桶排序
- 堆排序
- 快速排序
- 最大子数组
- 最长公共子序列
- 最小生成树
- 最短路径
- 矩阵的存储和运算

- ### 云计算
- #### 云服务
- SaaS
- PaaS
- IaaS
- Openstack
- Docker


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