Instructor: Prof. Dr. Ling
Liu
Attention:
The information contained in this page is subject to changes.
Here are the Lecture-related course readings
Week |
Topics |
Notes (restricted access) |
Required Reading (Choose one on each of the
10 assignment weeks) |
1 |
1. Course Introduction 2. Data Storage
System Structure |
Lecture 1 |
Read Chapter 1, 2 (up to section 2.4) |
2 |
3. Database Storage |
Lecture 3 Lecture 4 |
Read Chapter 2 (2.1~2.4) and Chapter 3, 4 |
3 |
5. Database Indexing Methods (cont.)
6. Database Query Processing: An Introduction |
Lecture 5 |
Chapter 6 |
4 |
7. NoSQL Database Technology (BigTable and Key-Value stores) 8.
Introduction to Data Mining (Unsupervised Learning)
|
[15. BigData]: 1, 2, 6, 9, 12,18, 19, 20, 21, 22, 27, 32, 34
|
|
5 |
9.
Mobile Databases and Spatial Data Management + Proposal writing 10. Web Search and Web Data Management |
[7. DataMining]: 15,16, 17, 18, 19, 22,23, 25, 30, 32, 33, 34
|
|
6 |
|
[15. BigData]1,6,8,9,18, 26, 28, 31, 32, 33, 34, 35
i |
|
7 |
13. Assignment 1 + Quiz 1 Review 14. Quiz 1 |
[P2P]: 2, 5, 7, 8, 13, 15, 16, 21, 22, 23, 26, 27, 28, 31, 32, 33, 35, 36
|
|
8 |
15. Hadoop Cluster + MapReduce + Project Lab on Public Cloud 16. Quiz 1 Results + Selected Project Presentation (Groups: 5, 8, 9, 17)
|
[15.BigData]: 1,2,3, 8, 9, 11, 12, 22, 23 |
|
9 |
Fall Break (Oct.14-15) |
|
|
10 |
18. Transaction Management in Relational Databases (Failure Recovery) 19. Transaction Management in Relational Datanases (Failure Recovery) |
[15.BigData] 5,6,7, 14,15,16,17,24, |
|
11 |
20. Transaction Management in Relational Databases: Concurrency Control 21. Transaction Management in Relational Databases: Concurrency Control |
|
|
12 |
22. More on Transaction Management |
Lecture 21 |
[3.DataClustering] 1,2,8, 9, 10, 11, 32, 33 |
13 |
24. Assignment 2 + Quiz 2 review 25. Quiz 2 |
Lecture 23 |
[7. DataMining]: 3,11, 21,23,24, 25, 26,27,28,29,30, 31 |
14 |
26. Quiz 2 results + Emerging DB Technology: An Overview CS4420/CS6422 Workshop Day
(project presentations) |
Lecture 25 Lecture 26 |
|
15 |
CS4420/CS6422 Workshop Day (project presentations) Thanksgiving Break |
|
|
16 |
CS4420/CS6422 Workshop Day (project presentations) CS4420/CS6422 Workshop Day (project presentations) Project Demo: 12/04 - 12/05 Technology Review Due: 12/09 12noon (Final exam day - Hard Deadline) |
|
|