1. TechEd 2013
4/10/2019 8:11 AM
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

2. 4/10/2019 8:11 AM
DBI-B331
Developing and Managing a BI Semantic Tabular Model in Microsoft SQL Server 2012
Kasper de Jonge
Program manager
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

3. Demos
Demos
Demos
Agenda
Demos
Demos
Demos
Demos
Demos
Demos
Demos

4. Analysis Services Momentum
Broad adoption
OLAP continues to be a widely deployed capability of the Microsoft BI platform, with more than 90% of Microsoft customers reporting they use it. This is among the highest adoption compared with other vendors.
Excel not only the most widely deployed BI tool, but also the most functional business-user-oriented BI capability for reporting, dashboards and visual-based data discovery analysis.
Source: Gartner Magic Quadrant for BI Platforms, 2013
Low TCO
In the Magic Quadrant customer survey, more Microsoft customers cite TCO and license cost as the No. 1 reasons for selecting Microsoft as a BI vendor, as opposed to most other vendors in the survey. This has been the case for each of the past six years in which Gartner has run the survey.
Source: Gartner Magic Quadrant for BI Platforms, 2013
Highest rated infrastructure and development tools
Microsoft customers rated its BI platform infrastructure among the highest compared with most other vendors, and a higher percentage of customers use it extensively.
Source: Gartner Magic Quadrant for BI Platforms, 2013

5. Analysis Services with SQL Server 2012
Introducing the BI Semantic Model
Embrace the relational data model
Well understood by developers and IT Pros
Build on the strengths
Expand reach to a much broader user base
Analysis Services Vision
BI Semantic
Model
Bring together the relational and multidimensional models
Under a single unified BI platform
Provide flexibility
Support the diverse needs of BI applications

6. The BI Semantic Model One Semantic Model for BI
For reporting, analytics, scorecards, dashboards
For all users – Personal BI, Team BI, Organizational BI
One model for client tools, two ways to build it – tabular and multidimensional
Three Investment Areas for Analysis Services in SQL Server 2012
Version 2 of PowerPivot for Excel 2010
IT Pro Toolset for BI Professionals
SQL Server Management Studio for IT Professionals
Office 2013
BI Semantic Model integration into Excel 2013
BI Semantic Model integration into Office 365

7. Seamless Transition of the BI Semantic Model Across BI Spectrum
Personal BI
Team BI
Corporate BI
Our Context
BI Solution created by power user. Context is for a small team & it’s managed on a server.
The Org’s Context
BI Solution created by IT, Established corporate context & is reusable, scalable and backed up.
My Context
BI solution created by user. Context is only for user & exists as document.
PowerPivot for Excel
PowerPivot for SharePoint
Analysis Services
Empowered
Aligned

8. Corporate BI Advantages
Partitions, Direct Query
Scalability
SSMS, AMO, PowerShell, SSIS Packages
Manageability
Row level security
Security
Integrated source control, Team Build, Deployment wizard
Development Tools

9. Personal Team Corporate
Design Tools
PowerPivot for Excel
SQL Server Data Tools
Feels like Excel
Feels like Visual Studio
One file, Save to SharePoint
It’s a project (business case, budget, dates)
Optimized for BI Pros
Teams building BI solutions
Rapid response to business problems
Larger data volumes
Deployment scripts, versions
Optimized for Excel power user
Solutions live for weeks or months
Source Control, TFS
Personal Team Corporate
© 2006 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

10. Demo Using the tools 4/10/2019 8:11 AM
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

11. VertiPaq Storage T1 T2 (C1,C2,C3) (C1,C2) CC1 CC1 Partition 15 4
Partition 2 6 P2
Dictionary
Col. Segment
Hierarchy
Relationship 1
Table data stored in segments & dictionaries per column 5
Partitions are a group of segments and intended for data management 2
Calculated columns are stored like regular columns 6
Any table can have partitions, defined independently of other tables. Partitions are only for segment data 3
Hierarchies can provide quicker access for querying 4
Relationship structures are created to accelerate lookups across tables, remove hard coupling between tables

12. Processing - Memory & CPU usage
Network
Split
Segment 1 + 2
Segment 3
Memory
Read & Encode Data
Segment (until 2*segment_size)
Read & Encode Data
Segment 3
Calc cols, hier, rels.
Compress Segment 1
Compress
Segment 3
Compress Segment 2
CPU

13. Processing options Data Recalc Full: Data and Recalc
Default: Data and Recalc if needed
Clear: Remove Data
Add: Creates new segments and merges
Defrag: Defragment dictionaries for a table
Hierarchies
CC1
Relationships

14. Incremental Processing
Typical
Create new partitions for new data
ProcessData on new partition or to reload into existing tables
ProcessRecalc to rebuild calc columns, hierarchies, relationships
Avoid
Multiple ProcessFull – each causes a Recalc, unless in a single transactional batch

15. Advanced Processing Parallel processing Use ProcessDefrag periodically
Use single transaction batch for processing tables in parallel
No parallel processing of a table’s partitions in SQL Server 2012
Use ProcessDefrag periodically
Deleting partitions may leave outdated values in dictionaries
Remove unused columns
Make sure you modify source query as well
Merge partitions to reduce segment fragmentation
Error handling
RI violations assigned a blank value, no error during processing

16. Demo Tabular model on top of Hadoop
4/10/2019 8:11 AM
Demo Tabular model on top of Hadoop
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

17. Relational data sources
Interactive data visualization over unstructured data with PDW v2
Third-party
applications
Reporting
Services
SharePoint
Insights
Excel
PowerPivot
Client tools
BI Semantic Model
Data model
Multidimensional
Tabular
Business logic
MDX
DAX
SQL Server Data Tools
Queries
MDX
MDX/DAX
Data access
Direct
Query
ROLAP
MOLAP
VertiPaq
SQL
SQL
Relational data sources
PDW v2
PolyBase
LOB Applications
Databases
Cloud Services

18. 4/10/2019 8:11 AM
Related content
DBI-B209 Dynamite Data Visualization with Power View in Microsoft Excel
DBI-B208 Self-Service Business Intelligence Governance
DBI-B303 Microsoft PowerPivot Excel 2013 in Action
DBI-B315 Querying in DAX
DBI-B321 Using Power View with Multidimensional Models
DBI-B401 Enriching Big Data for Analysis
DBI-H205 Developing a Microsoft SQL Server 2012 Tabular BI Semantic Model Using SQL Server Data Tools
Find Me Later At Ask the experts or the SQL Server booth
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

19. Download Data Explorer
Track Resources
Download Data Explorer
SQL Server Website
Hands-On Labs
@sqlserver
Download Geoflow
mva
Microsoft Virtual Academy
Get Certified!
Windows Azure

20. Resources Learning TechNet msdn http://channel9.msdn.com/Events/TechEd
4/10/2019 8:11 AM
Resources
Learning
Sessions on Demand
Microsoft Certification & Training Resources
TechNet
msdn
Resources for IT Professionals
Resources for Developers
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

21. Complete an evaluation on CommNet and enter to win!
4/10/2019 8:11 AM
Complete an evaluation on CommNet and enter to win!
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

22. 4/10/2019 8:11 AM
Required Slide
*delete this box when your slide is finalized
Your MS Tag will be inserted here during the final scrub.
Evaluate this session
Scan this QR code to evaluate this session and be automatically entered in a drawing to win a prize
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

23. 4/10/2019 8:11 AM
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries.
The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.