ADM

Description

Advanced Database Managment
Fahim Fuard
Mind Map by Fahim Fuard, updated more than 1 year ago
Fahim Fuard
Created by Fahim Fuard over 8 years ago
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Resource summary

ADM
  1. Learning Resources (Books)

    Annotations:

    • -Ramakrishnan, R. and Gehrke, J., Database Management Systems, 3rd Ed., McGraw-Hill, 2003. Elmasri, R. and Navathe, S.B., Fundamentals of Database Systems, 4th Ed. Addison-Wesley, 2004. Silberschatz A., Korth H.F. and Sudarchan S., Database Systems Concepts, 3rd Ed., McGrawHill , 1996. Garicia-Molina H., Ullman J.D. and Widom J., Database Systems: The Complete Book, Prentice Hall, 2002. Stonebraker ed., Readings in Database Systems, 2nd Ed., Morgan Kaufmann, 1994.  SQL Server 2008 Documentation  Oracle 11g Documentation
    1. 1. DB Design: Relational Model
      1. 2. DB Design: Schema Refinement
        1. Armstrong's Axioms
          1. Attribute closure algorithm
            1. Minimal cover
              1. Normalization forms (1NF, 2NF, 3NF and BCNF)
                1. Multivalued Dependencies
                  1. 4NF and 5NF
                  2. 3. XML Integration and XML Query languages
                    1. Xpath
                      1. XQuery
                      2. 4. Database Design: Object Relational Model
                        1. ADTs
                          1. Inheritance
                          2. 5. Database Design: Object Relational Model
                            1. Member methods
                              1. Release Assignment 2
                              2. 6. Data Storage: Disks and Files
                                1. Disk
                                  1. RAID
                                    1. SSD
                                      1. Database page and record formats
                                      2. 7. File Organization & Indexes
                                        1. B+ tree
                                          1. Hashing (EH and LH)
                                            1. Bitmap
                                            2. 8. Query Processing
                                              1. Sorting
                                                1. Joins
                                                  1. I/O based cost model
                                                  2. 9. Transaction Management and Concurrency Control
                                                    1. Transaction properties
                                                      1. Transaction conflicts
                                                        1. Transaction schedules
                                                          1. Lock based Concurrency control protocols
                                                          2. 10. Concurrency Control
                                                            1. Multiple-Granularity Locking
                                                              1. Deadlocks
                                                                1. Optimistic Concurrency Control Protocol
                                                                  1. Timestamp-Based Concurrency Control Protocol
                                                                  2. 11. Crash Recovery
                                                                    1. Stealing Frames & Forcing Pages
                                                                      1. Logging: Record REDO and UNDO information
                                                                        1. Write-Ahead Logging
                                                                          1. ARIES algorithms
                                                                          2. Revision and group discussions for research related activities
                                                                            1. Research paper presentations
                                                                              1. Research Papers
                                                                                1. Additional Resources
                                                                                  1. PL/SQL
                                                                                    1. NoSQL
                                                                                      1. Basic Database Conspets
                                                                                      2. Assignments
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