SlideShare uma empresa Scribd logo
1 de 21
[object Object],[object Object]
What is Data Warehouse? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Warehouse—Subject-Oriented ,[object Object],[object Object],[object Object]
Data Warehouse—Integrated ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Warehouse—Time Variant ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Warehouse—Non-Volatile ,[object Object],[object Object],[object Object],[object Object],[object Object]
Data Warehouse vs. Heterogeneous DBMS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Warehouse vs. Operational DBMS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
OLTP vs. OLAP
Why Separate Data Warehouse? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
From Tables and Spreadsheets to Data Cubes ,[object Object],[object Object],[object Object],[object Object],[object Object]
Cube: A Lattice of Cuboids all time item location supplier time,item time,location time,supplier item,location item,supplier location,supplier time,item,location time,item,supplier time,location,supplier item,location,supplier time, item, location, supplier 0-D(apex) cuboid 1-D cuboids 2-D cuboids 3-D cuboids 4-D(base) cuboid
Conceptual Modeling of Data Warehouses ,[object Object],[object Object],[object Object],[object Object]
Example of Star Schema Sales Fact Table time_key item_key branch_key location_key units_sold dollars_sold avg_sales Measures time_key day day_of_the_week month quarter year time location_key street city province_or_street country location item_key item_name brand type supplier_type item branch_key branch_name branch_type branch
Example of Snowflake Schema Sales Fact Table time_key item_key branch_key location_key units_sold dollars_sold avg_sales Measures time_key day day_of_the_week month quarter year time location_key street city_key location item_key item_name brand type supplier_key item branch_key branch_name branch_type branch supplier_key supplier_type supplier city_key city province_or_street country city
Example of Fact Constellation Sales Fact Table time_key item_key branch_key location_key units_sold dollars_sold avg_sales Measures Shipping Fact Table time_key item_key shipper_key from_location to_location dollars_cost units_shipped time_key day day_of_the_week month quarter year time location_key street city province_or_street country location item_key item_name brand type supplier_type item branch_key branch_name branch_type branch shipper_key shipper_name location_key shipper_type shipper
Data Warehousing  Definitions and Concepts   ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Warehousing  Definitions and Concepts   ,[object Object],[object Object],[object Object],[object Object]
Data Warehousing  Definitions and Concepts   ,[object Object],[object Object],[object Object],[object Object]
Data Warehousing  Process Overview   ,[object Object],[object Object]
[object Object]

Mais conteúdo relacionado

Mais procurados

Dataware house multidimensionalmodelling
Dataware house multidimensionalmodellingDataware house multidimensionalmodelling
Dataware house multidimensionalmodelling
meghu123
 

Mais procurados (20)

Data warehousing
Data warehousingData warehousing
Data warehousing
 
data warehouse , data mart, etl
data warehouse , data mart, etldata warehouse , data mart, etl
data warehouse , data mart, etl
 
Data warehouse logical design
Data warehouse logical designData warehouse logical design
Data warehouse logical design
 
Chapter 2
Chapter 2Chapter 2
Chapter 2
 
An introduction to data warehousing
An introduction to data warehousingAn introduction to data warehousing
An introduction to data warehousing
 
Data warehouse
Data warehouseData warehouse
Data warehouse
 
Introduction to Data Warehousing
Introduction to Data WarehousingIntroduction to Data Warehousing
Introduction to Data Warehousing
 
Dimensional Modeling Basic Concept with Example
Dimensional Modeling Basic Concept with ExampleDimensional Modeling Basic Concept with Example
Dimensional Modeling Basic Concept with Example
 
Data warehousing and Data mining
Data warehousing and Data mining Data warehousing and Data mining
Data warehousing and Data mining
 
Data ware housing - Introduction to data ware housing process.
Data ware housing - Introduction to data ware housing process.Data ware housing - Introduction to data ware housing process.
Data ware housing - Introduction to data ware housing process.
 
Dataware house multidimensionalmodelling
Dataware house multidimensionalmodellingDataware house multidimensionalmodelling
Dataware house multidimensionalmodelling
 
Data mart
Data martData mart
Data mart
 
Classification of data mart
Classification of data martClassification of data mart
Classification of data mart
 
Dimensional Modelling
Dimensional ModellingDimensional Modelling
Dimensional Modelling
 
Data warehousing
Data warehousingData warehousing
Data warehousing
 
Data mining & data warehousing (ppt)
Data mining & data warehousing (ppt)Data mining & data warehousing (ppt)
Data mining & data warehousing (ppt)
 
2. olap warehouse
2. olap warehouse2. olap warehouse
2. olap warehouse
 
Real World Business Intelligence and Data Warehousing
Real World Business Intelligence and Data WarehousingReal World Business Intelligence and Data Warehousing
Real World Business Intelligence and Data Warehousing
 
Olap
OlapOlap
Olap
 
Data mining 1 - Introduction (cheat sheet - printable)
Data mining 1 - Introduction (cheat sheet - printable)Data mining 1 - Introduction (cheat sheet - printable)
Data mining 1 - Introduction (cheat sheet - printable)
 

Destaque

Worldwide ReGenX and BiTT Commercialization and Integration Projects and Part...
Worldwide ReGenX and BiTT Commercialization and Integration Projects and Part...Worldwide ReGenX and BiTT Commercialization and Integration Projects and Part...
Worldwide ReGenX and BiTT Commercialization and Integration Projects and Part...
Thane Heins
 
Data cube computation
Data cube computationData cube computation
Data cube computation
Rashmi Sheikh
 
The olap tutorial 2012
The olap tutorial 2012The olap tutorial 2012
The olap tutorial 2012
Amin Jalali
 
Multidimentional data model
Multidimentional data modelMultidimentional data model
Multidimentional data model
jagdish_93
 
Data mining slides
Data mining slidesData mining slides
Data mining slides
smj
 

Destaque (20)

Data mining 3 - Data Models and Data Warehouse Design (cheat sheet - printable)
Data mining  3 - Data Models and Data Warehouse Design (cheat sheet - printable)Data mining  3 - Data Models and Data Warehouse Design (cheat sheet - printable)
Data mining 3 - Data Models and Data Warehouse Design (cheat sheet - printable)
 
Dw-dm-part-01
Dw-dm-part-01Dw-dm-part-01
Dw-dm-part-01
 
BI_OLAP_Chap-3
BI_OLAP_Chap-3BI_OLAP_Chap-3
BI_OLAP_Chap-3
 
Worldwide ReGenX and BiTT Commercialization and Integration Projects and Part...
Worldwide ReGenX and BiTT Commercialization and Integration Projects and Part...Worldwide ReGenX and BiTT Commercialization and Integration Projects and Part...
Worldwide ReGenX and BiTT Commercialization and Integration Projects and Part...
 
Data cube computation
Data cube computationData cube computation
Data cube computation
 
OLAP Basics and Fundamentals by Bharat Kalia
OLAP Basics and Fundamentals by Bharat Kalia OLAP Basics and Fundamentals by Bharat Kalia
OLAP Basics and Fundamentals by Bharat Kalia
 
Datawarehouse and OLAP
Datawarehouse and OLAPDatawarehouse and OLAP
Datawarehouse and OLAP
 
OLAP technology
OLAP technologyOLAP technology
OLAP technology
 
OLAP OnLine Analytical Processing
OLAP OnLine Analytical ProcessingOLAP OnLine Analytical Processing
OLAP OnLine Analytical Processing
 
Online analytical processing
Online analytical processingOnline analytical processing
Online analytical processing
 
Data Mining: Data cube computation and data generalization
Data Mining: Data cube computation and data generalizationData Mining: Data cube computation and data generalization
Data Mining: Data cube computation and data generalization
 
The olap tutorial 2012
The olap tutorial 2012The olap tutorial 2012
The olap tutorial 2012
 
OLAP Cubes: Basic operations
OLAP Cubes: Basic operationsOLAP Cubes: Basic operations
OLAP Cubes: Basic operations
 
OLAP
OLAPOLAP
OLAP
 
Multidimentional data model
Multidimentional data modelMultidimentional data model
Multidimentional data model
 
OLAP
OLAPOLAP
OLAP
 
Introduction to Data Warehousing
Introduction to Data WarehousingIntroduction to Data Warehousing
Introduction to Data Warehousing
 
DATA WAREHOUSING AND DATA MINING
DATA WAREHOUSING AND DATA MININGDATA WAREHOUSING AND DATA MINING
DATA WAREHOUSING AND DATA MINING
 
Data Warehousing and Data Mining
Data Warehousing and Data MiningData Warehousing and Data Mining
Data Warehousing and Data Mining
 
Data mining slides
Data mining slidesData mining slides
Data mining slides
 

Semelhante a 11666 Bitt I 2008 Lect3

Data Mining Concept & Technique-ch04.ppt
Data Mining Concept & Technique-ch04.pptData Mining Concept & Technique-ch04.ppt
Data Mining Concept & Technique-ch04.ppt
MutiaSari53
 
Dataware housing
Dataware housingDataware housing
Dataware housing
work
 
BI Chapter 03.pdf business business business business business business
BI Chapter 03.pdf business business business business business businessBI Chapter 03.pdf business business business business business business
BI Chapter 03.pdf business business business business business business
JawaherAlbaddawi
 
Date warehousing concepts
Date warehousing conceptsDate warehousing concepts
Date warehousing concepts
pcherukumalla
 

Semelhante a 11666 Bitt I 2008 Lect3 (20)

11667 Bitt I 2008 Lect4
11667 Bitt I 2008 Lect411667 Bitt I 2008 Lect4
11667 Bitt I 2008 Lect4
 
1.4 data warehouse
1.4 data warehouse1.4 data warehouse
1.4 data warehouse
 
Chapter 4. Data Warehousing and On-Line Analytical Processing.ppt
Chapter 4. Data Warehousing and On-Line Analytical Processing.pptChapter 4. Data Warehousing and On-Line Analytical Processing.ppt
Chapter 4. Data Warehousing and On-Line Analytical Processing.ppt
 
Data Mining: Concepts and Techniques (3rd ed.) — Chapter _04 olap
Data Mining:  Concepts and Techniques (3rd ed.)— Chapter _04 olapData Mining:  Concepts and Techniques (3rd ed.)— Chapter _04 olap
Data Mining: Concepts and Techniques (3rd ed.) — Chapter _04 olap
 
Data warehousing and online analytical processing
Data warehousing and online analytical processingData warehousing and online analytical processing
Data warehousing and online analytical processing
 
Chpt2.ppt
Chpt2.pptChpt2.ppt
Chpt2.ppt
 
Data Mining Concept & Technique-ch04.ppt
Data Mining Concept & Technique-ch04.pptData Mining Concept & Technique-ch04.ppt
Data Mining Concept & Technique-ch04.ppt
 
Data mining 2 - Data warehouse (cheat sheet - printable)
Data mining 2 - Data warehouse (cheat sheet - printable)Data mining 2 - Data warehouse (cheat sheet - printable)
Data mining 2 - Data warehouse (cheat sheet - printable)
 
Data warehousing
Data warehousingData warehousing
Data warehousing
 
Data Warehouse and Architecture, OLAP Operation
Data Warehouse and Architecture, OLAP OperationData Warehouse and Architecture, OLAP Operation
Data Warehouse and Architecture, OLAP Operation
 
Unit 1
Unit 1Unit 1
Unit 1
 
20IT501_DWDM_PPT_Unit_I.ppt
20IT501_DWDM_PPT_Unit_I.ppt20IT501_DWDM_PPT_Unit_I.ppt
20IT501_DWDM_PPT_Unit_I.ppt
 
Data Warehousing
Data WarehousingData Warehousing
Data Warehousing
 
Dataware housing
Dataware housingDataware housing
Dataware housing
 
Introduction to Data Warehouse
Introduction to Data WarehouseIntroduction to Data Warehouse
Introduction to Data Warehouse
 
My2dw
My2dwMy2dw
My2dw
 
DATA WAREHOUSING
DATA WAREHOUSINGDATA WAREHOUSING
DATA WAREHOUSING
 
Data Warehousing for students educationpptx
Data Warehousing for students educationpptxData Warehousing for students educationpptx
Data Warehousing for students educationpptx
 
BI Chapter 03.pdf business business business business business business
BI Chapter 03.pdf business business business business business businessBI Chapter 03.pdf business business business business business business
BI Chapter 03.pdf business business business business business business
 
Date warehousing concepts
Date warehousing conceptsDate warehousing concepts
Date warehousing concepts
 

Último

Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
ZurliaSoop
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
QucHHunhnh
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
kauryashika82
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
QucHHunhnh
 

Último (20)

General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Spatium Project Simulation student brief
Spatium Project Simulation student briefSpatium Project Simulation student brief
Spatium Project Simulation student brief
 
Unit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxUnit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptx
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 

11666 Bitt I 2008 Lect3

  • 1.
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 10.
  • 11.
  • 12. Cube: A Lattice of Cuboids all time item location supplier time,item time,location time,supplier item,location item,supplier location,supplier time,item,location time,item,supplier time,location,supplier item,location,supplier time, item, location, supplier 0-D(apex) cuboid 1-D cuboids 2-D cuboids 3-D cuboids 4-D(base) cuboid
  • 13.
  • 14. Example of Star Schema Sales Fact Table time_key item_key branch_key location_key units_sold dollars_sold avg_sales Measures time_key day day_of_the_week month quarter year time location_key street city province_or_street country location item_key item_name brand type supplier_type item branch_key branch_name branch_type branch
  • 15. Example of Snowflake Schema Sales Fact Table time_key item_key branch_key location_key units_sold dollars_sold avg_sales Measures time_key day day_of_the_week month quarter year time location_key street city_key location item_key item_name brand type supplier_key item branch_key branch_name branch_type branch supplier_key supplier_type supplier city_key city province_or_street country city
  • 16. Example of Fact Constellation Sales Fact Table time_key item_key branch_key location_key units_sold dollars_sold avg_sales Measures Shipping Fact Table time_key item_key shipper_key from_location to_location dollars_cost units_shipped time_key day day_of_the_week month quarter year time location_key street city province_or_street country location item_key item_name brand type supplier_type item branch_key branch_name branch_type branch shipper_key shipper_name location_key shipper_type shipper
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.