Course textbooks

    • Text 1: M. T. Oszu and P. Valduriez, Principles of Distributed Database Systems, 2nd ed., Prentice-Hall, 1999.
      Errata
    • Text 2: J. Han and M. Kamber, Data Mining: Concepts and Techniques, Morgan Kaufmann, 2000.
      Errata

Lecture Schedule

This course will cover topics in distributed database systems (Part I) and data mining (Part II). The following is the weekly schedule for the course.

Lectures 1-4

Introduction, distributed database architecture and design

  • Chapters 1-5 from textbook 1.

Lectures 5-9

Distributed query processing and optimization

  • Chapters 7-9 from textbook 1.

Lectures 10-12

Transaction Processing, Concurrency Control and Reliability

  • Chapters 10-12 of textbook 1.

Lectures 13-15

Data warehousing and OLAP technology

  • Chapters 1-2 from textbook 2.

Lectures 16-18

Association mining

  • Chapters 6 from textbook 2.

Lectures 19-21

Classification

  • Chapters 7 from textbook 2.

Lectures 22-24

Clustering

  • Chapters 8 from textbook 2.

Term project presentation and discussion sessions

TBA

Distributed Databases and Data Mining: Class timetable的更多相关文章

  1. Machine Learning and Data Mining（机器学习与数据挖掘）

    Problems[show] Classification Clustering Regression Anomaly detection Association rules Reinforcemen ...

  2. What’s the difference between data mining and data warehousing?

    Data mining is the process of finding patterns in a given data set. These patterns can often provide ...

  3. A web crawler design for data mining

    Abstract The content of the web has increasingly become a focus for academic research. Computer prog ...

  4. Datasets for Data Mining and Data Science

    https://github.com/mattbane/RecommenderSystem http://grouplens.org/datasets/movielens/ KDDCUP-2012官网 ...

  5. 论文翻译：Data mining with big data

    原文: Wu X, Zhu X, Wu G Q, et al. Data mining with big data[J]. IEEE transactions on knowledge and dat ...

  6. 18 Candidates for the Top 10 Algorithms in Data Mining

    Classification============== #1. C4.5 Quinlan, J. R. 1993. C4.5: Programs for Machine Learning.Morga ...

  7. What is the most common software of data mining? （整理中）

    What is the most common software of data mining? 1 Orange? 2 Weka? 3 Apache mahout? 4 Rapidminer? 5 ...

  8. cluster analysis in data mining

    https://en.wikipedia.org/wiki/K-means_clustering k-means clustering is a method of vector quantizati ...

  9. Weka 3: Data Mining Software in Java

    官方网站: Weka 3: Data Mining Software in Java 相关使用方法博客 WEKA使用教程(经典教程转载) (实例数据:bank-data.csv) Weka初步一.二. ...

随机推荐

  1. webapi返回json格式优化

    一.设置webapi返回json格式 在App_Start下的WebApiConfig的注册函数Register中添加下面这代码 config.Formatters.Remove(config.For ...

  2. 常用的yum命令

    linux各发行版有多种包管理机制,下面介绍基于RedHat系的yum包管理命令:   yum -y install xxx         无需询问,安装xxx包   yum list        ...

  3. 基于eBox旋转编码器

    在电子产品设计中,经常会用到旋转编码开关,比如数码电位器等,它的英文名翻译过来就是Rotary Encoder Switch.常见的有5pin和3pin产品.5pin实在左右旋转的基础上增加了向下按得 ...

  4. 指令的Link函数和Scope

    指令生成出的模板其实没有太多意义,除非它在特定的scope下编译.默认情况下,指令并不会创建新的子scope.更多的,它使用父scope.也就是说,如果指令存在于一个controller下,它就会使用 ...

  5. vbs 中文字符串

    vbs 字符串包含中文字符,文件以UTF-8无BOM格式保存,就会出现“编译器错误: 未结束的字符串常量”错误,改以ANSI保存就没有这个问题

  6. Dynamics AX 2012 R2 如何处理运行时间较长的报表

    当处理的数据量较多,逻辑比较复杂时,报表可能会超时.为了解决这个问题,Reinhard一直使用SrsReportDataProviderPreProcess来做预处理报表.它会在调用SSRS前,在AX ...

  7. 转 苹果企业级帐号进行ipa打包，分发，下载等流程

    1,企业帐号介绍(1)使用企业开发帐号,我们可以发布一个 ipa 放到网上,所有人(包括越狱及非越狱设备)都可以直接通过链接下载安装,而不需要通过 AppStore 下载,也不需要安装任何证书.(2) ...

  8. SQL Server2014,附加数据库失败,错误为:5120的解决方法

    在SQL Server 2014附加数据库的时候,报错为: 无法打开物理文件XXX,操作系统错误5(拒绝访问),SQL Server 错误5120 解决方法:  我的电脑→管理→服务和应用程序→ 服务 ...

  9. web项目开发规范整理总结

    一.类.函数.变量名命名: 1.定义类时,全部拼音的首字母必须大写:如Person,ClassDemo:(帕斯卡命名法):也可以用带下斜杆的匈牙利命名法进行命名,如    head_navigatio ...

  10. python中文乱码问题

    在学习python的时候,当我要print中文的时候,会出现以下提示: py = '你好,世界!'print py File "n2.py", line 1 SyntaxError ...