# alibaba_scheduler_evaluator

**Repository Path**: markhsiu/alibaba_scheduler_evaluator

## Basic Information

- **Project Name**: alibaba_scheduler_evaluator
- **Description**: 阿里巴巴全球调度算法大赛,https://tianchi.aliyun.com/competition/introduction.htm?spm=5176.11409106.5678.1.6c491ca9EG9pRG&raceId=231663
- **Primary Language**: Java
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 2
- **Forks**: 0
- **Created**: 2018-07-18
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# alibaba_scheduler_evaluator

#### 项目介绍
阿里巴巴全球调度算法大赛,https://tianchi.aliyun.com/competition/introduction.htm?spm=5176.11409106.5678.1.6c491ca9EG9pRG&raceId=231663

#### 赛题截图
https://tianchi.aliyun.com/forum/new_articleDetail.html?spm=5176.8366600.0.0.421b311fFY8i2z&raceId=231663&postsId=5456

 

### 特性
1. machine 就2种类型
machine_5802,92,288,1024,7,7,9
machine_1709,32,64,600,7,3,7

2. cpu的利用率不能高于50%

3. 乱放  B 7075 = 0.62  A 5799
花费 30s 只迁移一次

### 参考算法

* 模拟退火
* 贪心算法
* 动态规划
* 粒子群算法  pso
* 人工鱼群
* 蚁群算法 

### 场景
spark hadoop flink 流式计算
混合部署
书籍： Site Reliability Engineering