神马文学网CS 764: Topics in Database Management Systems
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CS 764: Topics in Database Management Systems
Spring 2007, Tue/Thur 2:30-3:15pm, room 1289Instructor
AnHai Doan,contact information available from my homepage
CourseDescription
This course studies principles toeffectively manage data. We will focus mostly on how these principleshave been developed and implemented for relational databases. But wewill also briefly explore how they can be augmented and applied wellbeyond relational contexts, to managing text data, emails, scientificdatabases, and data on the Web. This part will provide a glimse intonext-generation search engines, business intelligence, andunstructured data management systems.
Prerequisites: Undergraduate knowledge of relationaldatabases is highly recommended. If not, you should be willing to do a"crash course" on the topic in the first few weeks. The recommended booksfor the crash course are:The Cow Book, orThe Complete Book.
Course Format
Thecourse meets twice a week to discuss research papers.You are required to read the specifiedpaper before each lecture and attend the lectures. There will be amidterm and a final, and a project that is done in teams of 1-3persons. The default project is to extend a community information managementsystem such as DBLife, but students are free to proposetheir own ideas. At the end of the semester there may be a short projectpresentation and/or a report (open to discussion). Midterm: March 8, in class at usual time/room, Final: TBD by the university.
Other important dates: Apr 3-5: no class, spring break; Apr 17-19:I'm away for ICDE conf., Jeff Naughton will substitute.
Grade: midterm = 30%, final = 30%, project = 30%, report/discussion/participation = 10%.
Course Schedule
Papers are mostly drawn from the followinglist, from the RedBook. Each paper will be covered in 1-2 lectures.Papers will be covered mostly in the order listed below, though I may stillmove them around a bit. When that happens, I will let you know in advance.
NEW: Project description
First two lectures: the big picture.
Query processing
Query optimization
Join algorithms
Concurrency control
Granularity of locks
Optimistic CC
Oracle CC
B-tree locking
Crash recovery
Aries recovery
2-phase commit
Buffer Management
Buffer Management
Parallel and distributed databases
Parallel databases
Distributed databases
Dangers of replication
Access Methods
R-trees
Bitmap indexes
Misc.
Bucky benchmark (O/R DBMS)
ADTs in DBMS
C-store, C-store paper
XQuery
Data models: from hierarchical to XML
Model management, schema evolution