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.

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.

Demos Demos Demos Agenda Demos Demos Demos Demos Demos Demos Demos

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

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

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

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

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

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.

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.

VertiPaq Storage T1 T2 (C1,C2,C3) (C1,C2) CC1 CC1 Partition 1 5 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

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

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

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

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

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.

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

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.

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

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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.