# techniques-tree

**Repository Path**: muamuaqq/techniques-tree

## Basic Information

- **Project Name**: techniques-tree
- **Description**: Arranging all techniques of computer science.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-11-25
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# techniques-tree
Arranging all techniques.

## Techniques Tree of Java-based

### CS Foundations

  - Data Structure and Algorithms
  - Computer Architecture
  - Operating System Concepts
  - Computer Networks
  - Database System Concepts

### Architecture & Patterns

  - Design Patterns

### Languages 

  - Infrastructure
      - C
    - C++
    - Golang
    - Rust
    - Lua
  - Application
      - Java
      - C#
      - Visual Basic .NET
      - PHP
    - Ruby
    - JavaScript
    - Kotlin
    - Objective-C
    - Swift
  - Glue
      - Python
      - Perl
      - Groovy
  - Specific Domain
      - SQL
      - Shell
      - R

### Web Development

  - Web Protocols
    - HTTP
    - HTTPS
    - HTTP/2
  - Web Servers
    - Apache HTTP Server
    - Apache Tomcat
    - Nginx
    - Caddy
    - WebLogic
    - Jetty
    - Resin web server
    - Microsoft IIS
    - JBoss
  - Web Frontend
    - HTML
    - CSS
    - JavaScript
    - TypeScript
    - Node.js
    - Framework
      - Bootstrap
      - jQuery
      - Vue.js
      - React
      - AngularJS
    - Flutter
    - Mini Program
    - Tools
      - npm
      - Yarn
      - Babel
      - Webpack
    - UI Component
      - LayUI
      - Date. (date picker, laydate)
      - Calendar. full calendar
      - Chart. Echarts
      - Tree. Ztree
      - Grid. jqgrid, jQuery gridly.
      - Alert. Layer, Sweetalert
  - Java Web
    - Web Basic (Java EE)
      - Java Servlet
      - JDBC, Connection Pools
    - Web pages / Template Engine
      - JavaServer Pages (JSP)
      - Apache FreeMarker
      - Thymeleaf
    - Web Frameworks
      - Spring Framework
      - Spring Boot
      - Spring Cloud
    - Persistence Framework 
      - MyBatis
      - Mybatis-Plus
      - Hibernate
    - Security Framwork
      - Spring Security
      - Apache Shiro
    - Development tools
      - Hot Reload / Restart
        - JRebel
        - Spring Boot DevTools
      - Automate code
        - Lombok
        - MyBatis Generator
  - Web Security
    - Authentication and Authorization
      - OAuth2.0
      - JSON Web Token(JWT)
    - Encryption
      - Jasypt-spring-boot
  - Common Web Techniques
    - Cache
      - Ehcache
      - Redis. (Jedis)
    - API
      - Swagger UI
      - RESTful
      - GraphQL
    - Logging
      - Log4j
      - SLF4j
    - Messaging
    - Job Scheduling
      - Quartz
      - Spring Scheduling Tasks
    - Workflow Engine
      - Activiti
    - Search Engine
      - Apache Lucene
      - Apache Solr
      - Elasticsearch
    - Web Crawler
      - Jsoup
      - Crawler4j
      - WebMagic
      - Apache Nutch
    - Single Sign-on
      - Spring Boot and OAuth2
      - OAuth
      - OpenSSO
    - Internationalization
    - Utility
      - Apache Commons
      - Hutool
    - Third Platforms
      - WeChat official account
      - Payment
        - WeChat Pay
        - Alipay
      - Share SDK
        - Open QQ, Weixin, Weibo
        - Facebook, Twitter
      - SMS
        - 创蓝
        - alisms
      - Push
        - 个推
        - 极光
        - 腾讯推送
      - Bot
        - Telegram
        - Slack
      - Automation Workflow
        - Zapier

### Performance Optimization

- (Throughput, Resource Utilization, Response Time)
- Application Architecture
- Concurrency Performance
- Network and Disk IO Performance
- Data Cache and Storage Performance
- JVM Memory Optimization
- Database and SQL Optimization


### Network Programming

  - TCP/IP
  - Network IO (BIO, NIO, AIO) 
  - Socket & SSL
  - Web Socket
  - NIO Framework
    - Netty
    - Apache Mina
  - Eclipse Vert.x
  - RPC
    - Web Service
    - Apache Thrift

### Database Programming

  - Cache
    - Ehcache
    - Redis
    - Memcached
  - Relational Databases
    - PostgreSQL
    - MySQL
    - SQL Server
    - Oracle
  - NoSQL Databases
    - Redis
    - MongoDB

### System Programming

  - Linux

### DevOps & SRE

  - Script 
      - Bash Shell
      - Python
  - Container
    - Docker
    - Kubernates
    - Helm
  - CI / CD Tools
      - Jenkins
      - GitHub Webhooks
  - Cloud Continuous Integration (CI) Services
    - CircleCI
    - Codeship
    - Travis
    - Wercker
    - GitLab CI
    - GitHub Actions
- Monitor / Issue Tracking
  - Jira
  - Slack
- Repo Badges
     - Basic
       - Shields.io
     - Continuous Integration
       - Travis
     - Code Quality
       - Codacy Grade
     - Test Coverage
       - Codecov.io
     - Security Vulnerability Detection
       - Snyk.io
     - Team Work Analysis
       - Code Climate
### Test

  - Unit Test
    - JUnit
    - TestNG
  - Mock Test
    - Mockito
    - PowerMock
  - Performance Test
    - Jmeter

### Tools

  - Version Control
    - Git
    - SVN
  - Project Build
    - Maven
    - Gradle
  - IDE
    - IntelliJ IDEA
    - Eclipse
    - WebStorm
    - HBuilder
  - Editor
    - Vim
    - Nano
    - Atom
    - Visual Studio Code
    - Sublime Text
    - Emacs
    - Notepad++
  - Web Browser DevTools
    - Chrome DevTools
    - Firefox Developer Tools

### Distributed System

- Distribute Collaboration (Centralized Service, Service Registration and Discovery, Service Governance)
  - Apache Zookeeper
  - Apache Dubbo
- Distributed Messaging (Asynchronous Message Queuing)
  - RabbitMQ 
  - Kafka
  - Apache ActiveMQ
  - Amazon SQS
- Distributed Data Stores
  - Cassandra
  - Consensus
- Distributed Cache
  - Memcached
  - Redis
- Distributed File Systems
  - HDFS
  - IPFS
- Distributed Computing
  - MapReduce
  - Kafka Streams
  - Apache Spark
  - Apache Storm
  - Apache Samza
  - TensorFlow
- Load Balancing
  - HAProxy
  - nginx
  - squid 
- Big Data
  - Apache Hadoop
- Microservice
  - Spring Cloud
- Others
  - Elasticsearch

### Cloud Computing

  - Types of cloud computing
    - Public cloud
    - Private cloud
    - Hybrid cloud
  - Types of cloud services
    - FaaS (Functions as a Service) / Serverless Computing
      - AWS Lambda (Event-driven Serverless Applications)
    - SaaS (Software as a Service)
    - PaaS (Platform as a Service)
    - IaaS (Infrastructure as a Service)
      - OpenStack
      - CloudStack
  - Virtualization
    - KVM/XEN
  - Container

### AI

  - Recommend System
  - Computer Vision
  - Natural Language Processing (NLP)

### Big Data

  - Big Data Engineering
    - Hadoop
    - HDFS
    - Kafka
    - MapReduce
    - Apache Zookeeper
    - Hive
  - Big Data Analytics
    - Apache Storm
    - Apache Spark
    - Apache Kinesis
    - Apache Spark Streaming

### Game Development

### IoT

### Information Security


### References

[1] [A Thorough Introduction to Distributed Systems](https://www.freecodecamp.org/news/a-thorough-introduction-to-distributed-systems-3b91562c9b3c/)

[2] [What is cloud computing? A beginner’s guide](https://azure.microsoft.com/en-us/overview/what-is-cloud-computing/)

[3] [Big Data Learning Path for all Engineers and Data Scientists out there](https://www.analyticsvidhya.com/blog/2017/03/big-data-learning-path-for-all-engineers-and-data-scientists-out-there/)

[4] [repo-badges - GitHub](https://github.com/dwyl/repo-badges)

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