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teaching:infoh419 [2018/09/01 10:17]
ezimanyi [Examinations from Previous Years]
teaching:infoh419 [2018/09/17 18:39]
ezimanyi [Group Project]
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   * [[http://​cs.ulb.ac.be/​members/​esteban/​|Esteban Zimányi]]   * [[http://​cs.ulb.ac.be/​members/​esteban/​|Esteban Zimányi]]
   * <​ezimanyi@ulb.ac.be>​   * <​ezimanyi@ulb.ac.be>​
-  * Room SU A 4.115 
- 
 ===== Volume ===== ===== Volume =====
  
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   * Master in Computer Sciences [INFO]   * Master in Computer Sciences [INFO]
   * Erasmus Mundus Master in Big Data Management and Analytics (BDMA)   * Erasmus Mundus Master in Big Data Management and Analytics (BDMA)
 +
 +===== Schedule =====
 +
 +The course is given during the first semester ​
 +  * Lectures on Tuesdays from 2 pm to 4 pm at the room S.UA4.218
 +  * Exercises on Fridays from 4 pm to 6 pm at the room S.UB4.130
  
 ===== Grading ===== ===== Grading =====
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 ===== Books ===== ===== Books =====
-  * [[https://​www.springer.com/​9783642546549|Data Warehouse Systems: Design and Implementation]] by Aljeandro ​A. Vaisman and Esteban Zimányi. Springer, 2014.+  * [[https://​www.springer.com/​9783642546549|Data Warehouse Systems: Design and Implementation]] by Alejandro ​A. Vaisman and Esteban Zimányi. Springer, 2014.
   * [[http://​www.morganclaypool.com/​doi/​abs/​10.2200/​s00299ed1v01y201009dtm009|Multidimensional Databases and Data Warehousing]] by Cristian S. Jensen, Torben Bach Pedersen, and Christian Thomsen. Morgan & Claypool Publishers.   * [[http://​www.morganclaypool.com/​doi/​abs/​10.2200/​s00299ed1v01y201009dtm009|Multidimensional Databases and Data Warehousing]] by Cristian S. Jensen, Torben Bach Pedersen, and Christian Thomsen. Morgan & Claypool Publishers.
   * [[http://​www.mcgraw-hill.co.uk/​html/​0071610391.html|Data Warehouse Design: Modern Principles and Methodologies]] by Matteo Golfarelli and Stefano Rizzi. McGraw-Hill,​ 2009   * [[http://​www.mcgraw-hill.co.uk/​html/​0071610391.html|Data Warehouse Design: Modern Principles and Methodologies]] by Matteo Golfarelli and Stefano Rizzi. McGraw-Hill,​ 2009
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 ==== Extra books ==== ==== Extra books ====
 The following materials have been used to construct the course material, but are not required reading for the course: The following materials have been used to construct the course material, but are not required reading for the course:
-  * [[https://​www.kimballgroup.com/​data-warehouse-business-intelligence-resources/​books/​data-warehouse-dw-toolkit/​|The Data Warehouse Lifecycle Toolkit]] (3rd ed.) by Ralph Kimball and Margy Ross. Wiley, 2013. 
-  * White and Research Papers ​ 
-    * Two survey papers: [[https://​dl.dropbox.com/​u/​5119252/​DW/​papers/​chaudhuri.pdf|paper 1]],  [[https://​dl.dropbox.com/​u/​5119252/​DW/​papers/​olap.pdf|paper 2]] 
   * [[https://​www.springer.com/​9783540744047|Advanced Data Warehouse Design: From Conventional to Spatial and Temporal Applications]],​ Elzbieta Malinowski, Esteban Zimányi, Springer, 2008   * [[https://​www.springer.com/​9783540744047|Advanced Data Warehouse Design: From Conventional to Spatial and Temporal Applications]],​ Elzbieta Malinowski, Esteban Zimányi, Springer, 2008
-  * The Data Warehouse Toolkit2nd Ed.Kimball ​and Ross, Wiley, ​2002 +  * [[https://​www.kimballgroup.com/​data-warehouse-business-intelligence-resources/​books/​data-warehouse-dw-lifecycle-toolkit/​|The Data Warehouse ​Lifecycle ​Toolkit]] (2nd ed.) by Ralph Kimball, Margy Ross, Warren Thornthwaite,​ Joy Mundy, Bob Becker. ​Wiley, ​2008. 
-  * Building the Data Warehouse. ​4th editionInmon, Wiley, ​2005 +  * [[https://​www.kimballgroup.com/​data-warehouse-business-intelligence-resources/​books/​data-warehouse-dw-toolkit/​|The ​Data Warehouse ​Toolkit]] (3rd ed.) by Ralph Kimball and Margy RossWiley2013. 
-  * Data Warehousing Fundamentals For IT Professionals2nd editionPaulraj Ponniah, Wiley, ​2010+  * [[https://​www.kimballgroup.com/​data-warehouse-business-intelligence-resources/​books/​data-warehouse-dw-etl-toolkit/​|The Data Warehouse ETL Toolkit]] by Ralph Kimball and Joe Caserta. ​Wiley, ​2004. 
 +  * [[https://​www.wiley.com/​en-be/​Building+the+Data+Warehouse%2C+4th+Edition-p-9780471774235|Building the Data Warehouse]] (4th ed.) by William HInmon, Wiley, ​2005
  
-==== Extra Resources ==== 
-  * [[http://​www.teradatauniversitynetwork.com/​|Teradata University Network]] For the 2013-2014 academic year, the student password is '​UnifiedDataArchitecture'​ 
  
 ===== Prerequisites ===== ===== Prerequisites =====
-  * [[https://​www.mheducation.com/​highered/​product/​database-system-concepts-silberschatz-korth/​M0073523321.html|Database System Concepts]] (Sixth Edition) by Abraham Silberschatz,​ Henri Korth, and S. Sudarshan. McGraw-Hill ​(2011)+  * [[https://​www.mheducation.com/​highered/​product/​database-system-concepts-silberschatz-korth/​M0073523321.html|Database System Concepts]] (6th ed.) by Abraham Silberschatz,​ Henri Korth, and S. Sudarshan. McGraw-Hill2011.
     * ER-modeling:​ Chapter 7     * ER-modeling:​ Chapter 7
     * Keys and functional dependencies:​ Section 8.3.1     * Keys and functional dependencies:​ Section 8.3.1
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   * {{teaching:​infoh419:​dw01-introduction.pdf|Introduction}}   * {{teaching:​infoh419:​dw01-introduction.pdf|Introduction}}
   * {{teaching:​infoh419:​dw02-cubes.pdf|Cubes}}   * {{teaching:​infoh419:​dw02-cubes.pdf|Cubes}}
 +    * {{teaching:​infoh419:​database_explosion_report.pdf|Database explosion report}}
 +    * {{teaching:​infoh419:​database_explosion.pdf|Database explosion}}
   * {{teaching:​infoh419:​dw03-dfm.pdf|Dimension Fact Model}}   * {{teaching:​infoh419:​dw03-dfm.pdf|Dimension Fact Model}}
   * {{teaching:​infoh419:​dw04-logicalmodel.pdf|Logical Model}}   * {{teaching:​infoh419:​dw04-logicalmodel.pdf|Logical Model}}
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 ===== Software ===== ===== Software =====
-  * For the exercises we use the SQLServer tools: MS SQLServer, SS Intergration Services, SS Analysis services, and SS Reporting Services+ 
 +All software used in the course is available in the computer labs. Students who wish a personal copy of the software on their own computers, can get free copies of the software. Succinct instructions to acquire the software have been included below; in case additional help is required you can contact the sysadmin of the departmentArthur Lesuisse <​alesuiss@ulb.ac.be>​ 
 + 
 +  * MS SQL Server Tools: can be downloaded for free from http://​www.academicshop.be/​msdnaa/​ Register on this page with your ULB email address, and '​order'​ the free msdnaa. After verification you receive login credentials to download quite a few software packages for free. Select the SQL Server 2014 Enterprise edition. 
 +  * Indyco Builder can be downloaded from http://​www.indyco.com/​ . License keys for all students will be added soon. 
  
 ===== Exercises ===== ===== Exercises =====
  
   * [[teaching:​infoh419:​TP|Exercices Web page]]   * [[teaching:​infoh419:​TP|Exercices Web page]]
 +
 +===== Group Project =====
 +
 +[[http://​www.tpc.org|TPC]] is a non-profit corporation that defines transaction processing and database benchmarks and disseminates objective, verifiable TPC performance data to the industry. Regarding data warehouses, two TPC benchmarks are relevant:
 +  * [[http://​www.tpc.org/​tpcds/​|TPC-DS]],​ the Decision Support Benchmark, which models the decision support functions of a retail product supplier. ​
 +  * [[http://​www.tpc.org/​tpcdi/​|TPC-DI]],​ the Data Integration Support Benchmark, which models a typical ETL process that loads a data warehouse.
 +
 +The project of the course consist of 2 parts:
 +  * Part I: Implement the TPC-DS benchmark (deadline 1/11/2018)
 +  * Part II: Implement the TPC-DI benchmark (deadline 20/12/2018)
 +You will have free choice to use the tools on which the two benchmarks will be built. For example, the TPC-DS benchmark can be implemented on SQL Server Analysis Services, Pentaho Analysis Services (aka Mondrian), etc. Similarly, the TPC-DI could be implemented on SQL Server Integration Services, Pentaho Data Integration,​ Talend Data Studio, or even SQL scripts.
 +
 +The project is carried out in groups of 3 to 4 people. Before you can submit assignment part I, you will have to register in a group. For registering a group send an email to the lecturer. Please to select your group before or on 1/10/2018. The submission deadlines for parts I and II are strict.
 +
 +The project evaluation will count for 30% of your total grade. This may seem undervalued,​ however, putting effort in the project will definitely help you in achieving a better understanding of the course material which will result in a better score in the paper exam which amounts for 70% of the grade.
  
 ===== Examinations from Previous Years ===== ===== Examinations from Previous Years =====
 
teaching/infoh419.txt · Last modified: 2023/11/20 16:18 by ezimanyi