514409 : Advance Trends in Database Systems
Teaching Scheme Examination Scheme
Lectures: 3 Hrs/week Theory: 100 Marks
Total Credits : 03
1. Distributed databases :
Schemas, Architectures, Queries, Transactions, implementation aspects.
2. Data warehousing :
Data preprocessing, Data Warehousing; Warehouse DBMS, multidimensional
data warehouses, data warehouse architectures. Data cubes, Dashboards, BI
3. Data Mining :
KDD process, Data mining applications, Data mining Techniques and
Algorithms , frequent Patterns, association rules , correlation, classification,
prediction
4. Introduction to Active databases syntax, semantics and applications.
5. Introduction to Object Databases .OR mapping classes and inheritence, TP
Monitors and architecture of TP systems
6. Web mining introduction, crawling the web, web search and information
retrieval
Reference Books :
1. Avi Silberschatz Henry F. Korth S. Sudarshan Database System Concepts
Fifth Edition McGraw-Hill
2. Jiawei Han and Micheline Kamber Data Mining: Concepts and Techniques,
2nd ed.
3. Chakrabarti, S. (2002). Mining the Web: Discovering knowledge from hypertext
data. Morgan-Kaufman.
4. M. Jarke, M. Lenzerini, Y. Vassiliou, P. Vassiliadis (ed.), Fundamentals of Data
Warehouses, Springer-Verlag, 1999
5. Advanced Database Systems (The Morgan Kaufmann Series in Data
Management Systems) (Hardcover) by Carlo Zaniolo (Author), Stefano Ceri
(Author), Christos Faloutsos (Author), Richard T. Snodgrass (Author), V.S.
Subrahmanian (Author), Roberto Zicari (Author)
6. Database Systems: An Application Oriented Approach, Compete Version, 2/E
Michael Kifer, Arthur Bernstein,Philip M. Lewis
7. Java Persistence with Hibernate
Second Edition of Hibernate in Action, Christian Bauer and Gavin King
Reference http://www.unipune.ernet.in/stud_info/Syllabi/Syllabus_2008.html
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