What´s New? SAP HANA SPS 07
Geospatial Processing in SAP HANA
(Delta from SPS 06 to SPS 07)
SAP HANA Product Management

N...
Agenda



Introduction to Spatial Processing with SAP HANA



SAP HANA Spatial Architecture



Application Development ...
SAP HANA Platform
More than just a database
Any Apps

SAP Business Suite

Any App Server

Supports
any Device

and BW ABAP...
What is a spatially enabled database?
Key capabilities delivered in SAP HANA
•

Store, process, manipulate, share, and ret...
The challenge
Silos of information create an incomplete picture…

Business
Applications

Geographic
Information Systems
(G...
The Solution
Spatial-enabled solutions on SAP HANA

Spatial in
BI & Mobile

Real-time
Data Management

Real-time
Informati...
SAP HANA
A platform for a new class of real-time
analytics and applications

SAP HANA

Database

Information Composer &
Mo...
SAP HANA
Develop and deploy spatially-enabled analytics and applications
Analytics

Applications

OLTP

Visualization

Ana...
Agenda



Introduction to Spatial Processing with SAP HANA



SAP HANA Spatial Architecture



SAP HANA Spatial Ecosyst...
Spatial Processing Architecture
Introducing in SAP HANA SPS 06:
 New spatial data types (ST_POINT &
ST_GEOMETRY)
 Optimi...
Consumption – spatial SQL

1. table creation
CREATE COLUMN TABLE locations
(
id INTEGER,
description CHAR(100),
location S...
Sample usage of Spatial in HANA
Spatial data types

SQL Syntax to retrieve spatial data

© 2013 SAP AG. All rights reserve...
Consumption – calculation engine

CREATE COLUMN TABLE locations
(
id INTEGER,
description CHAR(100),
location ST_POINT
),
...
SQL syntax for HANA Spatial
Or it could be a complex HANA Model
CREATE COLUMN VIEW NOKIA.OV_POI WITH PARAMETERS (indexType...
Sample Spatial functions in SAP HANA

ST_WITHIN(Geometry,Geometry)
ST_EQUALS(Geometry,Geometry)
ST_CONTAINS(Geometry,Geome...
© 2013 SAP AG. All rights reserved.

Public

16
Agenda



Introduction to Spatial Processing with SAP HANA



SAP HANA Spatial Architecture



Application Development ...
SAP HANA Scenarios
Extended Scripting Services (XS)

Front-end Technologies

Client: Browser or Mobile

 http/s
 HTML5 /...
SAP HANA Spatial Application Development
Quickly develop and deploy SAP HANA based spatial applications with
provided geo-...
Building a Native Spatial Application in SAP HANA with XS
and Mapping Content & Services
Load
Spatial
Data

Load spatial d...
Agenda



Introduction to Spatial Processing with SAP HANA



SAP HANA Spatial Architecture



Application Development ...
SAP HANA Spatial Ecosystem
Analytics

Visualization

Applications

Interfaces / Services

Data Integration Tools

SAP Info...
SAP HANA and Esri Interoperability
Planned Integration Options & Vision
Esri ArcGIS

Location
Analytics &
Geo-Services

GI...
SAP HANA Spatial Roadmap

Advanced Spatial
Capabilities

Geodatabase and 3D
Support

Spatial Compliance
Full OGC complianc...
Agenda



Introduction to Spatial Processing with SAP HANA



SAP HANA Spatial Architecture



Application Development ...
Utilities Case Study
European company providing energy infrastructure related services

Key Capabilities
Energy infrastruc...
Connected Car Case Study
Premier tire manufacturer delivers real-time insight

Key Capabilities
Premier tire manufacturing...
Sports and Entertainment Case Study
TSG Hoffenheim enriches fan experiences and maximizes premium ads

Key capabilities
TS...
Disclaimer

This presentation outlines our general product direction and should not be
relied on in making a purchase deci...
Thank you
Contact information
Balaji Krishna
SAP HANA Product Management
AskSAPHANA@sap.com
To get the best overview of wh...
© 2013 SAP AG. All rights reserved.

No part of this publication may be reproduced or transmitted in any form or for any p...
© 2013 SAP AG. Alle Rechte vorbehalten.

Weitergabe und Vervielfältigung dieser Publikation oder von Teilen daraus sind, z...
Upcoming SlideShare
Loading in...5
×

HANA SPS07 Geospatial Processing

1,180

Published on

What´s New? SAP HANA SPS 07 - Geospatial Processing in SAP HANA

Published in: Technology
0 Comments
0 Likes
Statistics
Notes
  • Be the first to comment

  • Be the first to like this

No Downloads
Views
Total Views
1,180
On Slideshare
0
From Embeds
0
Number of Embeds
0
Actions
Shares
0
Downloads
70
Comments
0
Likes
0
Embeds 0
No embeds

No notes for slide
  • Data has no shape, form or geographic context that can be visually understoodData is incomplete and not in synch with business systems; Not linked to the business process
  • Company ProfileFounded in 1872, Pirelli is the fifth biggest tire maker in the world in terms of sales. Present in over 160 countries, today it has 22 tire production facilities located on four continents and counts about 37,000 employees. Pirelli estimates its value at €2.27 billion.Pirelli has been an SAP customer for a long time, running several solutions in the SAP Business Suite, including ERP, CRM and SRM to name a few. With SAP HANA, Pirelli is looking to deliver real-time analytics to provide insight on cost/profitability analysis, sales & distribution, and supply chain management. “We have some huge SAP ERP processes that we run to deliver timely data about the sales and distribution activities that for us are very important because in our business the major part of the sales tends to be concentrated in the last days of each month. Before SAP HANA, we were not able to deliver those kind of reports in the timely manner that our business people needed to have.” With SAP HANA, we have increased the speed to produce those reports (refresh rate from 60 minutes to 5 minutes) <From customer interview transcript at SAPPHIRE, May 2013)In addition, Pirelli is interested in working with SAP as a valued partner to develop innovative solutions. In particular, Pirelli is developing a new services, Web-based application that runs on SAP HANA to provide fleet managers of vehicles the ability to gain new insight on the use of tires, predict maintenance, and increase customer satisfaction.Inside of each tire is a sensor that collects data relating to pressure, temperature and identification which is can be transmitted to the driver, fleet manager or dealer, allowing them to plan diagnostic and maintenance work, which guarantees the best possible safety standards for every vehicle in the fleetEnsure that the tires are correctly and properly managed during their life helps: Lower running costs by cutting fuel consumption (correct tire pressure at all times)Extend the tire lifespan by up to 20% (CO2 reduction) (improved maintenance recommendation)Improved safety and reduced failure through pro-active monitoring & alerting drivers (e.g. deflation
  • The German footballclub is using SAP HANA to provide dynamic visual analysis of player and ball movement via sensor chips embedded in the ball and player shinguards. This enables the analysis of player performance in real-time and provides an enriched game viewing experience to all our fans. Additionally, we plan to use this powerful spatial processing capability in SAP HANA to optimize dynamic premium ads placement based on real-time ball movements."
  • HANA SPS07 Geospatial Processing

    1. 1. What´s New? SAP HANA SPS 07 Geospatial Processing in SAP HANA (Delta from SPS 06 to SPS 07) SAP HANA Product Management November, 2013
    2. 2. Agenda  Introduction to Spatial Processing with SAP HANA  SAP HANA Spatial Architecture  Application Development in SAP HANA with XS Engine  SAP HANA Spatial Ecosystem  Customer Use Cases © 2013 SAP AG. All rights reserved. Public 2
    3. 3. SAP HANA Platform More than just a database Any Apps SAP Business Suite Any App Server Supports any Device and BW ABAP App Server SQL MDX R JSON Open Connectivity SAP HANA Platform SQL, SQLScript, JavaScript Search/Text Mining Data Virtualization Geospatial Stored Procedure & Data Models Application & UI Services Business Function Library Predictive Analysis Library Database Services Planning Engine Rules Engine Replication, Streaming and ETL Integration Services Transaction Unstructured Machine HADOOP Real-time Locations Other Apps SAP HANA Platform Converges Database, Data Processing and Application Platform Capabilities & Provides Libraries for Predictive, Planning, Text, Spatial, and Business Analytics to enable business to operate in real-time. © 2013 SAP AG. All rights reserved. Public 3
    4. 4. What is a spatially enabled database? Key capabilities delivered in SAP HANA • Store, process, manipulate, share, and retrieve spatial data directly in the database point • Process spatial vector data with spatial analytic functions: • Measurements – distance, surface, area, perimeter, volume • Relationships – intersects, contains, within, adjacent, touches • Operators – buffer, transform • Attributes – types, number of points • Process vector data • Multi-polygon Store and transform various 2D coordinate systems • polygon line Implements the ISO/IEC 13249-3 standard and Open Geospatial Consortium (1999 SQL/MM standard) © 2013 SAP AG. All rights reserved. Public 4
    5. 5. The challenge Silos of information create an incomplete picture… Business Applications Geographic Information Systems (GIS) Engineering Systems  Transactional data  Geographical data  Diagrams  Master data  Location-based data  2D/3D graphs  Analytical data  Maps and topologies  Animations © 2013 SAP AG. All rights reserved. Public 5
    6. 6. The Solution Spatial-enabled solutions on SAP HANA Spatial in BI & Mobile Real-time Data Management Real-time Information Management Embed Model Integrate i Analyze Process Cleanse Visualize Deliver Third-Party GIS (Esri ArcGIS) Third-Party Map Content & Services Spatial-enabled Applications Geo-code Transaction Data Unstructured Data Location Data Machine Data Unified platform for enriching business data with spatial © 2013 SAP AG. All rights reserved. Public 6
    7. 7. SAP HANA A platform for a new class of real-time analytics and applications SAP HANA Database Information Composer & Modeling Studio Planning & Calculation Engine Mobile Real-time Replication Services SAP HANA Text Search & Text Analysis Real Platform for real-time business Predictive Analysis & Business Function Libraries Cloud In-Memory Database Spatial Processing Data Services R & Hadoop Integration © 2013 SAP AG. All rights reserved. Core Business Acceleration Machine Learning Planning & Optimization Public 7
    8. 8. SAP HANA Develop and deploy spatially-enabled analytics and applications Analytics Applications OLTP Visualization Analytics SAP Info Access (HTML 5) GIS Planning Predictive Text Spatial GeoServices GeoContent Columnar Spatial Processing Calc Model / Views BUSINESS DATA SAP HANA Mobility Spatial Functions Spatial Data Types SPATIAL DATA REAL-TIME DATA Transaction Data Real-time high-performance spatial processing © 2013 SAP AG. All rights reserved. Store, process, manipulate, retrieve and share spatial data Unstructured Data Location Data Unified modeling platform Machine Data Combine spatial with business data Geo-content and services Public 8
    9. 9. Agenda  Introduction to Spatial Processing with SAP HANA  SAP HANA Spatial Architecture  SAP HANA Spatial Ecosystem  Application Development in SAP HANA with XS Engine  Customer Use Cases © 2013 SAP AG. All rights reserved. Public 9
    10. 10. Spatial Processing Architecture Introducing in SAP HANA SPS 06:  New spatial data types (ST_POINT & ST_GEOMETRY)  Optimized data types for spatial  Extended SAP HANA SQL with spatial functions  Columnar storage of spatial data  Native spatial engine as part of Index Server  Access via SQL or Calculation Models/Views Supports:  2D – Vector Types  Points, line-strings, polygons, compound polygons  Spatial functions  SRID (Spatial Reference ID’s)  Application development on XS with geocontent and mapping services © 2013 SAP AG. All rights reserved. Public 10
    11. 11. Consumption – spatial SQL 1. table creation CREATE COLUMN TABLE locations ( id INTEGER, description CHAR(100), location ST_POINT 2. spatial SQL ), SELECT description FROM location WHERE location.ST_Within(ST_FromText(‘ST_POLYGON(-1 -1, 2 -1, 2 2, -1 2)’)) © 2013 SAP AG. All rights reserved. Public 11
    12. 12. Sample usage of Spatial in HANA Spatial data types SQL Syntax to retrieve spatial data © 2013 SAP AG. All rights reserved. Public 12
    13. 13. Consumption – calculation engine CREATE COLUMN TABLE locations ( id INTEGER, description CHAR(100), location ST_POINT ), 1. spatial tables 2. calculation view 3. standard SQL SELECT description FROM calculation view © 2012 SAP AG. All rights reserved. © 2013 SAP AG. All rights reserved. Public 13
    14. 14. SQL syntax for HANA Spatial Or it could be a complex HANA Model CREATE COLUMN VIEW NOKIA.OV_POI WITH PARAMETERS (indexType=5, joinIndex=NOKIA.POI_DETAIL, joinIndexType=2, joinIndexEstimation=0, joinIndex=NOKIA.POI_LOCATION, joinIndexType=2, joinIndexEstimation=0, joinIndex=NOKIA.POI_TYPE, joinIndexType=2, joinIndexEstimation=0, joinIndex=NOKIA.POI_POSTAL_CODE, joinIndexType=2, joinIndexEstimation=0, joinIndex=NOKIA.SALES, joinIndexType=1, joinIndexEstimation=0, joinCondition=('join1', NOKIA.SALES, "POI_DIM_ID", NOKIA.POI_LOCATION, "POI_ID", '', 256, 0), joinCondition=('join2', NOKIA.POI_DETAIL, "POSTAL_CODE", NOKIA.POI_POSTAL_CODE, "POSTAL_CODE", '', 256, 1), joinCondition=('join3', NOKIA.POI_DETAIL, "TYPE_ID", joinCondition=('join4', NOKIA.POI_LOCATION, "POI_ID", NOKIA.POI_TYPE, "TYPE_ID", '', 256, 2), NOKIA.POI_DETAIL, "POI_ID", '', 256, 3), joinPath=('path1','join1'), joinPath=('path2','join1, join4'), joinPath=('path3','join1, join4, join2'), joinPath=('path4','join1, join4, join3'), viewAttribute=('SHAPE', NOKIA.POI_POSTAL_CODE, "SHAPE", 'path3', '','', '', 'BW_POI_AV$SHAPE'), viewAttribute=('LANGUAGE_CODE', NOKIA.POI_TYPE, "LANGUAGE_CODE", 'path4', '','','', 'BW_POI_AV$LANGUAGE_CODE'), viewAttribute=('TYPE_NAME', viewAttribute=('LOCATION', NOKIA.POI_TYPE, "TYPE_NAME", 'path4', '', '', '', 'BW_POI_AV$TYPE_NAME'), NOKIA.POI_LOCATION, "LOCATION", viewAttribute=('POI_ID', NOKIA.POI_LOCATION, "POI_ID", viewAttribute=('NAME', NOKIA.POI_DETAIL, "NAME", 'path1', '', '', '', 'BW_POI_AV$LOCATION'), 'path1', '', '', '', 'BW_POI_AV$POI_ID'), 'path2', '', '', '', 'BW_POI_AV$NAME'), viewAttribute=('POSTAL_CODE', NOKIA.POI_DETAIL, "POSTAL_CODE", 'path2', '','','', 'BW_POI_AV$POSTAL_CODE'), keyFigure=("SALES", 1, formula='', description='', unitConversionName='', expression='', expressionFlags=0, indexId=NOKIA.SALES, attribute="SALES"), keyFigure=("QUANTITY",1, formula='', description='', unitConversionName='', expression='', expressionFlags=0, indexId=NOKIA.SALES, attribute="QUANTITY"), 'REGISTERVIEWFORAPCHECK'='1', OPTIMIZEMETAMODEL=0); © 2013 SAP AG. All rights reserved. Public 14
    15. 15. Sample Spatial functions in SAP HANA ST_WITHIN(Geometry,Geometry) ST_EQUALS(Geometry,Geometry) ST_CONTAINS(Geometry,Geometry) ST_BUFFER(Geometry) ST_WITHINDISTANCE(Geometry,Geometry) ST_DISTANCE(Geometry,Geomety) ST_AREA(Geometry) ST_LENGTH(LineString) Within Query select * from mytable where point.ST_Within('POLYGON((0.0 0.0,2.0 0.0, 2.0 2.0, 0.0 2.0, 0.0 0.0))') = 1; Window Query select * from mytable where shape.ST_IntersectsRect(new ST_POINT(0.0, 0.0), new ST_POINT(100.0, 100.0)) = 1; Spatial Reference Systems Euclidian WGS84 RD © 2013 SAP AG. All rights reserved. Public 15
    16. 16. © 2013 SAP AG. All rights reserved. Public 16
    17. 17. Agenda  Introduction to Spatial Processing with SAP HANA  SAP HANA Spatial Architecture  Application Development in SAP HANA with XS Engine  SAP HANA Spatial Ecosystem  Customer Use Cases © 2013 SAP AG. All rights reserved. Public 17
    18. 18. SAP HANA Scenarios Extended Scripting Services (XS) Front-end Technologies Client: Browser or Mobile  http/s  HTML5 / SAPUI5 Presentation logic  Client-side JavaScript Control Flow Technologies  OData XS Data Processing Technologies Rationale: Enable application development and deployment while minimizing architectural “layers” Scope: From Lightweight small web-based applications to Complex enterprise business applications SAP HANA  Server-Side JavaScript  XMLA What: Small footprint application / web server for application development inside SAP HANA Control flow logic  SQL / SqlScript  Calculation Engine Functions  Application Function Library (AFL) © 2013 SAP AG. All rights reserved. Dat a Calculation logic Public 18
    19. 19. SAP HANA Spatial Application Development Quickly develop and deploy SAP HANA based spatial applications with provided geo-content and map services via the native XS engine HTML5 Application iPad/ Browser SAP HANA XS Spatial Engine Maps Geocoding Geocontent SAP HANA Location Services Services © 2013 SAP AG. All rights reserved. Capabilities:  SAP HANA spatial application development components include: Location Services (onpremises or cloud), Geo-Content, Application Interfaces, Services  Allows for visualization, interaction, and exploration of spatial data in SAP HANA via maps  Supports HTML5 deployments for browser or iPad  Consumes SAP HANA models  NOT a general purpose BI or GIS tool! Benefits:  Quick development and deployment time  Low TCO & TCD and fast response times with 2tier architecture  Components, content, and services included with SAP HANA; can also use other map svcs Public 19
    20. 20. Building a Native Spatial Application in SAP HANA with XS and Mapping Content & Services Load Spatial Data Load spatial data (geocoded / x y) and applicable spatial content (POI, road networks, and political boundaries) Create Model Use HANA Studio to create spatial tables, define the data model, and create views (spatial and non-spatial) Configure XS Configure XS by connecting to map services and create query services Configure App Configure application UI and behavior Deploy Perform real-time interaction with spatial and non-spatial data via map (zoom/pan, filter, drag, create polygons) © 2013 SAP AG. All rights reserved. Public 20
    21. 21. Agenda  Introduction to Spatial Processing with SAP HANA  SAP HANA Spatial Architecture  Application Development in SAP HANA with XS Engine  SAP HANA Spatial Ecosystem  Customer Use Cases © 2013 SAP AG. All rights reserved. Public 21
    22. 22. SAP HANA Spatial Ecosystem Analytics Visualization Applications Interfaces / Services Data Integration Tools SAP Info Access (HTML5) Mobility odbc, jdbc, XS (InA, geoJSON, API, ODATA) SQL / Calculation Models Data Access SAP HANA (OGC Compliant) GIS Types & Functions: • Point • Clustering • Linestring • Spatial Joins • Polygon • SRID metadata • Spatial function library Load tools: • SAP Data Services • SAP Event Stream Processor Engines: • Indexserver • Calc • Spatial • Attribute • XS Geo-Services: • Geoservices • Geocontent Views: • Analytical • Attribute • Calculation Geospatial Import/Export: • Shapefile, csv, binary • WKT / WKB Support Data Sources SAP Data © 2013 SAP AG. All rights reserved. Non-SAP Data Spatial Data Real-Time Data GIS Public 22
    23. 23. SAP HANA and Esri Interoperability Planned Integration Options & Vision Esri ArcGIS Location Analytics & Geo-Services GIS Suite Mapping Services & Content Applications & Solutions Query Layers CVOM Esri Maps for SAP Lumira WKT / WKB / Shapefile / GeoJSON SAP Xcelsius Supported Today Planned Q1 2014 Import/Export SAP HANA (SPS 06 & later) Business Data Spatial Data OLTP Spatial Data Types Esri API via XS Engine Analytics Spatial Functions Planning Calc Model / Views ODBC Predictive Columnar Spatial Storage Text GeoContent Spatial GeoServices Real-Time Data This is the current state of planning and may be changed by SAP at any time. © 2013 SAP AG. All rights reserved. Public 23
    24. 24. SAP HANA Spatial Roadmap Advanced Spatial Capabilities Geodatabase and 3D Support Spatial Compliance Full OGC compliance Full integration of spatial data-types 3D type and function support User defined SRID Raster support and processing Space filing curve optimization SVG rendering Import/export capability Advanced spatial functions BI/GIS interoperability Spatial Join Non-Geo visualization tool support (Visual Enterprise) Geo-content and services Application enhancements to support and leverage spatial Vector spatial data types and functions Geo-application development platform using XS Current Mid-Term Long-Term This is the current state of planning and may be changed by SAP at any time. © 2013 SAP AG. All rights reserved. Public 24
    25. 25. Agenda  Introduction to Spatial Processing with SAP HANA  SAP HANA Spatial Architecture  Application Development in SAP HANA with XS Engine  SAP HANA Spatial Ecosystem  Customer Use Cases © 2013 SAP AG. All rights reserved. Public 25
    26. 26. Utilities Case Study European company providing energy infrastructure related services Key Capabilities Energy infrastructure company needed to perform pipeline integrity management analysis to identify high-risk transportation & distribution pipes that are close to structures. This required pre-processing and analyzing huge amounts of spatial data. Previously, it took more than 3.5hours for this analysis on legacy architecture. SAP HANA PoC implementation brought the compute time to less than 2.5 seconds allowing the company to perform adhoc asset management and reduce potential outages, & avoid catastrophic failures. Additionally, geospatial visualization was used to estimate maintenance cost per year for electricity stations. 84,000x 3.5hours to less than 2.5seconds in PoC © 2013 SAP AG. All rights reserved. New capabilities by combining geospatial with transactional data Public 26
    27. 27. Connected Car Case Study Premier tire manufacturer delivers real-time insight Key Capabilities Premier tire manufacturing company enabled fleet managers to perform predictive maintenance by using SAP HANA to process 40 billion events per year per fleet on a real-time basis using tire temperature and pressure data measured by sensors installed on tires. This helped to reduce fuel & tire cost and increased tire lifespan by almost 20% helping the company’s fleet management services improve customer satisfaction and increase competitiveness. 3% Fuel & Tire cost Reduction © 2013 SAP AG. All rights reserved. > 40 billion Up to 20% Events Per Year extended tire lifespan Public 27
    28. 28. Sports and Entertainment Case Study TSG Hoffenheim enriches fan experiences and maximizes premium ads Key capabilities TSG Hoffenheim is using SAP HANA to provide dynamic visual analysis of player and ball movement via sensor chips embedded in the ball and player shinguards. This enables the analysis of player performance in real-time and provides an enriched game viewing experience to all their fans. Additionally, they plan to use SAP HANA’s powerful spatial processing to optimize dynamic premium ads placement based on on-the-field ball location. 60,000,000 Position records streamed and stored in HANA © 2013 SAP AG. All rights reserved. Public 28
    29. 29. Disclaimer This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP’s strategy and possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document, except if such damages were caused by SAP intentionally or grossly negligent. © 2013 SAP AG. All rights reserved. Public 29
    30. 30. Thank you Contact information Balaji Krishna SAP HANA Product Management AskSAPHANA@sap.com To get the best overview of what’s new in SAP HANA SPS 07, read this blog.
    31. 31. © 2013 SAP AG. All rights reserved. No part of this publication may be reproduced or transmitted in any form or for any purpose without the express permission of SAP AG. The information contained herein may be changed without prior notice. Some software products marketed by SAP AG and its distributors contain proprietary software components of other software vendors. National product specifications may vary. These materials are provided by SAP AG and its affiliated companies ("SAP Group") for informational purposes only, without representation or warranty of any kind, and SAP Group shall not be liable for errors or omissions with respect to the materials. The only warranties for SAP Group products and services are those that are set forth in the express warranty statements accompanying such products and services, if any. Nothing herein should be construed as constituting an additional warranty. SAP and other SAP products and services mentioned herein as well as their respective logos are trademarks or registered trademarks of SAP AG in Germany and other countries. Please see http://www.sap.com/corporate-en/legal/copyright/index.epx#trademark for additional trademark information and notices. © 2013 SAP AG. All rights reserved. Public 31
    32. 32. © 2013 SAP AG. Alle Rechte vorbehalten. Weitergabe und Vervielfältigung dieser Publikation oder von Teilen daraus sind, zu welchem Zweck und in welcher Form auch immer, ohne die ausdrückliche schriftliche Genehmigung durch SAP AG nicht gestattet. In dieser Publikation enthaltene Informationen können ohne vorherige Ankündigung geändert werden. Einige der von der SAP AG und ihren Distributoren vermarkteten Softwareprodukte enthalten proprietäre Softwarekomponenten anderer Softwareanbieter. Produkte können länderspezifische Unterschiede aufweisen. Die vorliegenden Unterlagen werden von der SAP AG und ihren Konzernunternehmen („SAP-Konzern“) bereitgestellt und dienen ausschließlich zu Informationszwecken. Der SAP-Konzern übernimmt keinerlei Haftung oder Gewährleistung für Fehler oder Unvollständigkeiten in dieser Publikation. Der SAP-Konzern steht lediglich für Produkte und Dienstleistungen nach der Maßgabe ein, die in der Vereinbarung über die jeweiligen Produkte und Dienstleistungen ausdrücklich geregelt ist. Keine der hierin enthaltenen Informationen ist als zusätzliche Garantie zu interpretieren. SAP und andere in diesem Dokument erwähnte Produkte und Dienstleistungen von SAP sowie die dazugehörigen Logos sind Marken oder eingetragene Marken der SAP AG in Deutschland und verschiedenen anderen Ländern weltweit. Weitere Hinweise und Informationen zum Markenrecht finden Sie unter http://www.sap.com/corporate-en/legal/copyright/index.epx#trademark. © 2013 SAP AG. All rights reserved. Public 32
    1. A particular slide catching your eye?

      Clipping is a handy way to collect important slides you want to go back to later.

    ×