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D&T BA 自助探索数据之美 SAP Lumira

Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

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Page 1: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

D&T BA

自助探索数据之美 SAP Lumira

Page 2: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 2

议程

商务智能新标准 — 数据探索

SAP Lumira 产品简介

• Lumira 桌面版

• Lumira Cloud

• Lumira Server

SAP Lumira 产品路线图

SAP Lumira 竞争对手分析

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© 2014 SAP AG. All rights reserved. 3

视觉与脑相连

理解不同大小,

各式结构的数据

及时发现问题

的答案

65% 的信息在72小时之后人们只能记住

图片的部分

30% 的大脑皮层细胞用于处理图片处理

人类的视觉系统花费150ms

去处理一个复杂的自然图片

100101 011010

Page 4: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 4

立刻发现问题答案

区域销售

Q: 我的区域销售成绩如何?

Q: 在这个商店进行的市场活动效果如何?

库存

Q: 是否有足够的库存?

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© 2014 SAP AG. All rights reserved. 7

敏捷可视化

敏捷可视化 直观地探索和呈现数据以立刻发现其中的新洞察

Agile

Visualization

Advanced

Analytics

Enterprise

Business Intelligence

Page 6: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 8

议程

商务智能新标准 — 数据探索

SAP Lumira 产品简介

• Lumira 桌面版

• Lumira Cloud

• Lumira Server

SAP Lumira 产品路线图

SAP Lumira 竞争对手分析

Page 7: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 9

On premise, in the cloud and on any device

Lumira

Server

Lumira

Cloud Lumira

Desktop

SAP Lumira 与敏捷可视化

Page 8: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 10

增强对数据的理

解和应用

发现数据总的

隐含洞察 无需IT人员帮助

借助SAP Lumira 授权给数据分析员

Page 9: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

SAP Lumira Desktop

Page 10: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 12

数据获取

数据转换

视觉探索 结果分享

数据源多样化

列式存储

自由整合数据源,不需要脚本

去除或者增加计算和组合

使用快速和灵活的工作流

构建美观的可视化和故事

发布结果到SAP

Lumira 服务器和云

发布信息空间到BI平台

关键能力

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© 2014 SAP AG. All rights reserved. 13

数据访问概览

Data sources available可用数据源

CSV 和 Excel

SAP HANA and Hadoop

RDBMS 通过 JDBC (free-hand SQL)

Universes 3.x and 4.x.

获取数据(HANA,

universes, databases)需要用户权限认证

离线访问数据时,数据存放在本地优化的列式存储中以获得更好的性能

Page 12: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 15

数据转换概览

语义元素完善数据集

度量,地理和时间元素自动被检测到

无需脚本对数据进行处理和清洗

根据选择的数据给出上下文操作的建议

新数据加载时重演所有转换

所有操作被保留并且自动重新应用

Page 13: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 16

语义丰富

自动检测能够被丰富的列

数据列被认定为度量

日期/时间戳列被建议为日期格式

所有的地理维度惠威检测到

Page 14: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 17

地理语义增强

用户能够手动执行

基于名字 基于经度/纬度

Page 15: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 18

数据处理

灵活的文字,日期,算法和自定义的格式

通过上下文建议查看可能操作

Page 16: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 19

数据整合

一键混搭企业和个人数据

当前数据集的键

匹配第二个数据集中的属性

选择文件中的数据集或者增加一个新

的数据集

Page 17: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 20

数据探索概览

轻松创建交互式可视化

可供选择的可视化样式多

Page 18: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 21

可视化构建区

可视化栏

图表选择

选择栏

图表部分

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© 2014 SAP AG. All rights reserved. 22

互动图表

图表过滤器

通过简单的拖拽创建分栏图表

Page 20: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 23

快速分类和排序

对度量应用升序或者降序

对图表快速排名,前/后几名…….

分类

排序

Page 21: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 24

快速预测和线性回归

对数据快速应用预测和线性回归算法

Page 22: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 25

可视化拓展

针对特定用户开发自定义图表

整合自定义图表作为SAP Lumira的额外图表

Page 23: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 26

故事板和控制

通过简单的拖拽能够将不同的数据可视化结果和过滤器整合在一起

数据分析师能够快速建立故事

通过拖拽已经建立的可视化创建故事板

无需译码或者脚本

丰富故事以引人注目

增加图片和文本传达分析结果

简单自定义风格和商标

Page 24: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 27

结果分享概览

通过电子邮件分享静态结果

发布数据集到

SAP Lumira Server

As an analytical view in SAP HANA

As an information space to SAP BusinessObjects BI Platform (Explorer users)

分享故事到SAP Lumira Cloud 和 SAP Lumira Server

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© 2014 SAP AG. All rights reserved. 28

SAP Lumira 3 Editions

• Explore and analyze spreadsheet data with agile

visualizations

• Connect to spreadsheets and SAP HANA One data sources

• Free, forever! – www.sap.com/get-lumira

SAP Lumira,

personal edition

• Discover answers from any data without IT’s help

• Connect to all data sources including SAP HANA, but NOT

universes (BI suite and Edge)

• $995 US; only through SAP store and distribution channel

• Discover answers from any data without IT’s help

• Connect to all data sources including SAP HANA and

universes

• SAP price list

SAP Lumira,

standard edition

SAP Lumira

(for BI suite and

Edge customers)

Page 26: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

SAP Lumira Cloud

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© 2014 SAP AG. All rights reserved. 30

访问其他人上传的数据

上传数据集

CSV XLS XLSX

使用SAP Lumira (desktop)创建的数据混合和故事集

操作建议,数据和构面视图自动创建

Page 28: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 31

在云上探索数据 本地化 HTML5 体验

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© 2014 SAP AG. All rights reserved. 32

Explore Further with “Did You Know” Suggestions

Page 30: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 33

分享数据集,故事和可视化结果给其他人

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© 2014 SAP AG. All rights reserved. 34

IT Approved

完整分析战略的一部分 安全 实时, 开放和灵活

Big Data

I N - M E M O R Y

PLATFORM

Agile

Visualization

Advanced

Analytics

Enterprise

Business Intelligence

Page 32: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 37

Enterprise

Flexible Licensing Options

Free

Explore and share

your data

Explore, monitor, and share

your data with your department

and colleagues

1 user free Per user:

$25 / €22 / Month

Limited to

1 GB of storage

5 users minimum

First 5 GBs of storage are included

-- Additional storage

$25 / €22 / Month / 1GB

Through online

registration

Sold direct and

through VARs

Forum only support Forum, email, phone support

Page 33: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

SAP Lumira Server

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© 2014 SAP AG. All rights reserved. 39

3SAP Lumira Server的3条数据工作流

Lumira Datasets (real-time or static)

Lumira Stories

SAP Lumira

SAP HANA Studio

① ②

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© 2014 SAP AG. All rights reserved. 40

Browse, Search and Share Datasets and Stories

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© 2014 SAP AG. All rights reserved. 41

充分利用SAP HANA

SAP Lumira Server

HANA XS Engine

HANA DB

Visualization Service Repository

HANA Services

Calculations Data Store

Search

HTML 5 Front End

Analysis

SAP HANA

原生 – HANA XS 应用使用HANA生命周期管理器进行安装 (LCM)

鲁棒性—使用SAP HANA的负载平衡,故障恢复,备份和内置恢复

安全性 –基于SAP HANA的平台和用户进行身份验证和访问控制

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© 2014 SAP AG. All rights reserved. 42

Lumira Server 1.15 系统需求和支持平台

系统需求

• HANA SP07 Rev 70

支持浏览器

• Browsers: Chrome, IE9

支持语言

• English

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© 2014 SAP AG. All rights reserved. 43

SAP Lumira Server要点

1) 包含在以下产品中:

• 7011292 SAP BusinessObjects BI Suite (NUL)

• 7016170 SAP BusinessObjects BI Suite, analytics edition (NUL)

• 7016482 SAP BusinessObjects BI Suite, version for SAP Applications (NUL)

2) 所有在维保期的BI Suite客户能够下载和使用。

3) 需要完整的SAP HANA用户许可

• runtime 版本现在不支持 SAP Lumira Server

• 另外的 runtime 定价包在计划中

4) 只能用Named User metric

4) Edge BI目前不可用

5) 是一个纯 HANA 应用, 技术上不依赖BI平台

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© 2014 SAP AG. All rights reserved. 44

议程

商务智能新标准 — 数据探索

SAP Lumira 产品简介

• Lumira 桌面版

• Lumira Cloud

• Lumira Server

SAP Lumira 产品路线图

SAP Lumira 竞争对手分析

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© 2014 SAP AG. All rights reserved. 45

TODAY Planned Innovations Future Direction

SAP Lumira Product road map overview - key themes and capabilities

Transform data • Acquire and mash up data from

corporate and personal sources

• Cleanse, transform, and enrich data

without help from IT

• Define formula, calculations, time

and geography hierarchies

Visualize and discover insights • Build and visualize data using

interactive charts, table and custom

visualizations

• Public SDK to customize and extend

visualizations based on D3

• Easily share and print visualizations

• Explore and analyze data from

mobile, cloud and desktop

• Automatic discovery of related

visualizations

Share beautiful story • Build engaging stories using

storyboards and infographics

• Share insights on mobile, on-

premise, and on cloud

• Embed stories in web sites

Transform data • Support for direct connectivity to

SAP NetWeaver BW and additional

big data drivers

• HANA Cloud Integration (HCI)

• Custom hierarchy, improved time

and number format

Visualize and discover insights • Geospatial analytics integrated with

Esri ArcGIS

• Big data charts and crosstab table

• Enhanced customization

• Explore from desktop, server, cloud,

and mobile

• Discovery of related visualizations,

influencers, and outliers

• Linked analysis

Share your insights • Share, export, print stories easily

• Collaborate and capture insights

• Simplify access to Lumira on SAP BI

4.1 platform and SAP Fiori

Integration with SAP applications • Simplify, extend and maximize

productivity

Empower business users and IT • Enhanced self-service data

transformation, visualization,

advanced filtering and analysis

• Ability to track, monitor, and govern

data, transformation, and content

• Personalization and customization

Simplify • Simplify deployment, administration

and content organization

• Advanced support for mobile

• Ease of incorporating extensions

Collective insights • Enhanced search and collaboration

• Advanced algorithms to find, predict,

and alert the unexpected

• Governed network of semantic

enrichments

Ubiquitous • Flexible deployment options and

access for all sizes of organizations

• Embeddable, extensible, and

interoperable with SAP, customer,

and partner applications

• Additional language support

This is the current state of planning and may be changed by SAP at any time.

(Release 1.16)

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© 2014 SAP AG. All rights reserved. 46

SAP Lumira 1.16

获取数据

1.16

个人,企业和网络数据

Microsoft Excel, CSV, Text files

SAP HANA, SAP Universe (.unx, .unv),

Query with SQL

复制网页数据到复制板

灵活选项

增加或者删除行,列,维度,度量, SAP HANA 变量 和 SAP HANA 输入参数

导入Microsoft Excel 交叉表不需要手动重新设置样式

大数据

HANA作为大数据内存平台

增加JDBC引擎(Apache Hadoop Hive,Amazon

EMR)

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© 2014 SAP AG. All rights reserved. 47

议程

商务智能新标准 — 数据探索

SAP Lumira 产品简介

• Lumira 桌面版

• Lumira Cloud

• Lumira Server

SAP Lumira 产品路线图

SAP Lumira 竞争对手分析

Page 43: Driving Departmental Adoption with Data Exploration Lumira方案 … · SAP HANA and Hadoop RDBMS 通过 JDBC (free-hand SQL) Universes 3.x and 4.x. 获取数据(HANA, universes,

© 2014 SAP AG. All rights reserved. 48

2013商务智能和分析软件市场占有率

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© 2014 SAP AG. All rights reserved. 49

BI 计分卡——可视化

SAP Lumira 1.15

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© 2014 SAP AG. All rights reserved. 50

如何应对竞争对手?

SAP Lumira的产品发布周期为六周,支持自动更新

SAP Lumira与SAP BI系列的产品构成完整的分析方案,满足企业需求

SAP Lumira与SAP HANA,Fiori, KXEN等产品整合,保护企业投资

只需要部署Mobile BI,即可满足所有BI移动应用需求

用户可以通过SAP Lumira轻松利用多数据源数据,书写公式等

灵活的商务形式和推广形式

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© 2014 SAP AG. All rights reserved. 51

Where to Find More Information

Blog – blogs.sap.com/analytics

Videos – www.youtube.com/playlist?list=PL8FF03148AD0742B1

Twitter – #saplumira; @saplumira

Try – cloud.saplumira.com

Web – www.saplumira.com

SCN – scn.sap.com/community/lumira

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© 2014 SAP AG. All rights reserved. 53

© 2014 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.

Microsoft, Windows, Excel, Outlook, PowerPoint, Silverlight, and Visual Studio are

registered trademarks of Microsoft Corporation.

IBM, DB2, DB2 Universal Database, System i, System i5, System p, System p5, System x,

System z, System z10, z10, z/VM, z/OS, OS/390, zEnterprise, PowerVM, Power

Architecture, Power Systems, POWER7, POWER6+, POWER6, POWER, PowerHA,

pureScale, PowerPC, BladeCenter, System Storage, Storwize, XIV, GPFS, HACMP,

RETAIN, DB2 Connect, RACF, Redbooks, OS/2, AIX, Intelligent Miner, WebSphere, Tivoli,

Informix, and Smarter Planet are trademarks or registered trademarks of IBM Corporation.

Linux is the registered trademark of Linus Torvalds in the United States and other countries.

Adobe, the Adobe logo, Acrobat, PostScript, and Reader are trademarks or registered

trademarks of Adobe Systems Incorporated in the United States and other countries.

Oracle and Java are registered trademarks of Oracle and its affiliates.

UNIX, X/Open, OSF/1, and Motif are registered trademarks of the Open Group.

Citrix, ICA, Program Neighborhood, MetaFrame, WinFrame, VideoFrame, and MultiWin

are trademarks or registered trademarks of Citrix Systems Inc.

HTML, XML, XHTML, and W3C are trademarks or registered trademarks of W3C®,

World Wide Web Consortium, Massachusetts Institute of Technology.

Apple, App Store, iBooks, iPad, iPhone, iPhoto, iPod, iTunes, Multi-Touch, Objective-C,

Retina, Safari, Siri, and Xcode are trademarks or registered trademarks of Apple Inc.

IOS is a registered trademark of Cisco Systems Inc.

RIM, BlackBerry, BBM, BlackBerry Curve, BlackBerry Bold, BlackBerry Pearl, BlackBerry

Torch, BlackBerry Storm, BlackBerry Storm2, BlackBerry PlayBook, and BlackBerry App

World are trademarks or registered trademarks of Research in Motion Limited.

Google App Engine, Google Apps, Google Checkout, Google Data API, Google Maps,

Google Mobile Ads, Google Mobile Updater, Google Mobile, Google Store, Google Sync,

Google Updater, Google Voice, Google Mail, Gmail, YouTube, Dalvik and Android are

trademarks or registered trademarks of Google Inc.

INTERMEC is a registered trademark of Intermec Technologies Corporation.

Wi-Fi is a registered trademark of Wi-Fi Alliance.

Bluetooth is a registered trademark of Bluetooth SIG Inc.

Motorola is a registered trademark of Motorola Trademark Holdings LLC.

Computop is a registered trademark of Computop Wirtschaftsinformatik GmbH.

SAP, R/3, SAP NetWeaver, Duet, PartnerEdge, ByDesign, SAP BusinessObjects Explorer,

StreamWork, SAP HANA, 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.

Business Objects and the Business Objects logo, BusinessObjects, Crystal Reports, Crystal

Decisions, Web Intelligence, Xcelsius, and other Business Objects products and services

mentioned herein as well as their respective logos are trademarks or registered trademarks

of Business Objects Software Ltd. Business Objects is an SAP company.

Sybase and Adaptive Server, iAnywhere, Sybase 365, SQL Anywhere, and other Sybase

products and services mentioned herein as well as their respective logos are trademarks or

registered trademarks of Sybase Inc. Sybase is an SAP company.

Crossgate, m@gic EDDY, B2B 360°, and B2B 360° Services are registered trademarks

of Crossgate AG in Germany and other countries. Crossgate is an SAP company.

All other product and service names mentioned are the trademarks of their respective

companies. Data contained in this document serves informational purposes only. National

product specifications may vary.

The information in this document is proprietary to SAP. No part of this document may be

reproduced, copied, or transmitted in any form or for any purpose without the express prior

written permission of SAP AG.