IBM Configuring Rational Insight and later for Rational Asset Manager

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1 IBM Configuring Rational Insight and later for Rational Asset Manager Rational Insight and Rational Asset Manager...4 Prerequisites...5 Configuring the XML data configuration for Rational Asset Manager...5 Configuring the resource group for Rational Asset Manager for live reporting...5 Configuring the resource group for Rational Asset Manager for data warehouse reporting...7 Configuring the server to connect to the operational data warehouse...7 Configuring the database connection by using Cognos Administration...7 Configuring and deploying the ETL database...8 Creating the ETL database...8 Loading the catalog...9 Importing the Rational Asset Manager package...11 Setting up the data source configuration for live reporting...13 Setting up the data source configuration for data warehouse reporting...15 Checking the connections in Data Manager...15 Customizing the catalog...18 Manually running a data collection...22 Manually running the STAR schema builds...24 Publishing jobs to the Rational Insight Reporting Server for scheduled execution...24 Publishing the Rational Asset Manager metamodel by using Framework Manager...27 Publishing the framework model for RAMLive...27 Publishing the framework model for the Rational Asset Manager data warehouse...32 Running a report of Rational Asset Manager data by using Rational Insight...36 Importing reports to the report server...36 Verifying the data source connection...41 Running a report

2 Sample reports...46 Live reporting...46 Data warehouse reporting...47 Notices...49 Trademark acknowledgements

3 Note: Before using this document and the product it supports, read the Notices at the end of this document. Copyright IBM Corporation 2010, U.S. Government Users Restricted Rights - Use, duplication or disclosure restricted by GSA ADP Schedule Contract with IBM Corp. 3

4 Rational Insight and Rational Asset Manager IBM Rational Insight provides a single point of access for consistent and objective insight into development projects. Rational Insight can create reports from the following sources: Rational data warehouse: This component typically contains metrics, key performance indicators (KPIs), and trends. From the data warehouse, you can create detailed list reports. Operational data source (ODS): This source contains detailed data with little analysis. You can further analyze the data by using metrics reports on the data warehouse. The data warehouse enables query optimization through data marts (STAR schemas), crossproduct reporting, and historical trends. Rational Insight uses the extract, transform, and load (ETL) process to extract data from the development domain by using JDBC or ODBC, local DBMS APIs, or an XML ODBC driver. The data is then transformed based on business rules and loaded into the data warehouse. Figure 1. Rational Insight overview diagram Rational Insight can connect to IBM Rational Asset Manager by using live integration. In a live integration, Rational Insight connects directly to a Rational Asset Manager server and extracts data from that server. Alternatively, you can set up Rational Insight to import Rational Asset Manager data into the ODS and the data warehouse by using the ETL jobs. 4

5 To configure and test the integration between Rational Insight and Rational Asset Manager for a live integration, or the ODS and data warehouse, you must complete the following steps: 1. Configure and test the XML data configuration by using the XML Data Configuration (XDC) tool. 2. Configure the IBM Cognos connection to use the appropriate ODS and data warehouse. 3. Configure and test the ETL builds and jobs by using IBM Cognos Data Manager. 4. Schedule jobs for importing data into the data warehouse. 5. Publish the Rational Asset Manager metamodel by using Framework manager. 6. Define simple test reports by using Report Studio to extract data from the Rational Asset Manager server or data warehouse. Rational Asset Manager contains a few sample reports. The final section of this document provides an example of how to run a sample report. When Rational Asset Manager and Rational Insight are integrated, you can generate various reports for live reporting and data warehouse reporting. For a list of sample reports that you can use, see the Sample reports section. Prerequisites You must use the following Rational Insight features to install and publish the Rational Asset Manager reports: 1. Data warehouse 2. Data warehouse with sample data 3. Framework manager 4. Data Manager 5. Report Server 6. XML Data Configuration Configuring the XML data configuration for Rational Asset Manager The XML ODBC driver presents XML documents in a relational view, which bridges the data structure gap between the XML and REST GET interface with the database access that Cognos requires. The mappings are specified in the XML Data Configuration tool and saved in a configuration file (.xdc) for use by the XML ODBC driver. The XML ODBC driver processes ODBC API calls into REST GET requests, and in return converts XML documents into ODBC. To modify the XDC files for Rational Asset Manager, you must complete the following procedures. Configuring the resource group for Rational Asset Manager for live reporting 1. In Rational Asset Manager, click Help > Extensions. 2. On the Extensions page, select the insight.zip file and extract its contents. In the Web Services section, note the URL of the Rational Asset Manager server. 5

6 3. Open the XML data configuration tool. From the Start menu, select All Programs and click IBM Rational Insight > XML Data Configuration. 4. Open the Rational Asset Manager configuration by clicking File > Open Configuration, and browsing to this location: unzip_directory\dataconfig\configs\live data config\assetmanager.xdc 5. Open the Rational Asset Manager resource group: a. Expand XML Data Configuration > Resources > RAM. b. Double-click Asset Manager to open the properties editor. 6. In the properties editor, provide information about the resource group: a. In the URL field, enter the URL of the Rational Asset Manager server, which you noted in step 2. Note: Open a browser and test the URL. Make sure that the URL does not end with a forward slash (/). b. From the URL type list, select Generic XML. c. From the Authentication type list, select Basic. d. Enter the user name and password, which might be admin and admin. e. Save the changes. You have now configured the connection between Rational Insight and Rational Asset Manager. f. Click Test Connection, and then click OK. You now have a specification of the resource groups as a.xdc file. Figure 2. The resource group details 6

7 Configuring the resource group for Rational Asset Manager for data warehouse reporting Repeat the process that is defined in the previous section, except use the file from this location: unzip_directory\dataconfig\configs\configurations\assetmanager.xdc Configuring the server to connect to the operational data warehouse The Rational Insight server is preconfigured to work with the sample data warehouse (SAM- PLEDW). The databases can be viewed with the IBM DB2 Control Center. Figure 3. DB2 Control Center The configuration steps in this section are required if you have not yet configured Cognos Connection to use a specific data warehouse. In the following procedure, the server is configured to connect to the operational data warehouse (RIDW). However, in your installation, the operational data warehouse might be named differently. Configuring the database connection by using Cognos Administration 1. In Rational Insight, add a signon to the RIDW data source connection. To learn how to add a signon, see Create a Signon in the Rational Insight information center, 2. Modify the RIDW data source connection to use DB2. To learn how to modify the connection, see Modify a Connection in the Rational Insight information center, 7

8 3. Modify the connection parameters for the RIDW data source connection, specifying RIDW for the DB2 database name and replacing sampledw with ridw in the DB2 connect string field. To learn more about DB2 connection parameters, see DB2 Connection Parameters in the Rational Insight information center, 4. Test the connection. To learn how to test the connection, see Create a Data Source in the Rational Insight information center, 5. Click Launch and select IBM Cognos Administration. You have now configured Rational Insight to use the RIDW database. Configuring and deploying the ETL database You must configure the ETL database to import data from the Rational Asset Manager data sources that are defined in the XDC tool (in section 2). If you already created an ETL database, you can skip the procedures in Create the ETL database and Load the catalog, and start Data Manager by loading the current ETL catalog. Creating the ETL database Use DB2 to create the ETL database: 1. From the Start menu, select All Programs. Click IBM DB2 > DB2COPY1(Default) > General Administration Tools > Control Center. 2. Right-click All Database and click Create Database > Standard. The Create Database wizard opens. 3. In the Database name field, type RIETL; then click Finish. 8

9 When the database has been created, a window with a confirmation message is displayed. Close the window. You now have the ETL database. Loading the catalog After you create the ETL database, you must load the ETL logic that is required to load Rational data. Use Data Manager to import the catalog. 1. From the Start menu, select All Programs. Click IBM Rational Insight > IBM Cognos > IBM Cognos Data Manager. 2. Click Open an existing catalog. 3. The Open Catalog window opens. Specify the following information, and then click OK: For the database alias, type RIETL For the user name, type the DB2 user name. For the password, type the DB2 password. 9

10 4. When you are prompted to create the catalog tables, click Yes. 5. For the name, type RIETL, and then click OK. 6. Data Manager opens and displays the default catalog. The catalog contents are displayed as shown in the following figure. This catalog is a skeleton framework. No logic is defined to load data from any products. Figure 4. Empty Data Manager catalog 7. Load the catalog that is specific to Rational Insight. This catalog contains the ETL logic that is used to load data from Rational tools. To load the catalog, you must restore a catalog backup that was installed with Rational Insight. a. Click File > Restore Catalog. b. Open the Rational Insight directory, click datamgr, and then click insight_catalog. c. Find the OOTBDMCatalog.ctg file and open it. 10

11 Figure 5. The catalog After the catalog is imported, you will see several folders under the Builds and JobStreams folder. Next, you must tailor those folders to work in your environment. Importing the Rational Asset Manager package The Rational Asset Manager package contains builds and job streams that are specific to that product. You must import the package into the default catalog. 1. In Data Manager, click File > Import Package. 2. When you are prompted to back up the catalog, click Yes. 3. Name the backup catalog and click Save. 11

12 4. The package import window opens. Browse to Unzip Directory/cognos/datamanager/data/ramdw.pkg and click Open. 12

13 5. The Import Package wizard opens. In the list of components to import, select only the components that do not exist or have a newer version in the catalog. Restriction: Import only components that come from Rational Asset Manager. While the package was created the dependent components were exported. Those dependent packages must not be imported. When all of the components are deselected, the Next button is disabled. 6. Click Finish, and then click Save. Setting up the data source configuration for live reporting To complete the configuration, you must set up a data source configuration for the live integration by using Data Manager. The following instructions are for Windows operating systems. For instructions that are specific to Linux operating systems, see Configuring the ODBC driver in the Rational Insight information center. 1. Open the ODBC Data Source Administrator by clicking Start > Control Panel > Administrative Tools > Data Sources (ODBC). 2. Click the System DSN tab. 13

14 3. Create an XDC data source connection by clicking Add. The Create New Data Source window opens. 4. From the list of drivers, select IBM Rational XML ODBC Driver. Click Finish. 5. In the IBM Rational XML ODBC Setup window, specify the data source details: a. In the Data Source Name field, enter RAM Live. 14

15 b. Next to the Configuration field, click Browse and browse to the following file: unzip_directory/dataconfig/configs/live data config/assetmanager.xdc. c. Click OK. Setting up the data source configuration for data warehouse reporting For data warehouse reporting, create another data source named RAM by following the steps in Setting up the data source configuration for live reporting. When you specify the data source details, browse to the following file: unzip_directory/dataconfig/configs/configurations/assetmanager.x dc. After you create the data source configuration for data warehouse reporting, you have two data source connections named RAM and RAM Live. Checking the connections in Data Manager Make sure that the data manager is connected correctly to the data sources. 1. Expand Library > Connections. 15

16 2. Double-click Rational Asset Manager. In the Connections Properties window, click Connection Details. 3. Click Test Connection. A window opens to confirm that the connection is correct. Click OK. 4. In the Connection Properties window, click OK. 16

17 5. Test the connection to Rational Data Warehouse: a. Expand Library > Connections, and click Rational Data Warehouse. b. In the Connection Properties window, make sure that the name of the database alias is the same as the name that you defined by using Cognos Connection. If the name is not the same, the data will be imported into the wrong data warehouse. c. Verify that the user name and password are correct, and click Test Connection. 17

18 Customizing the catalog The catalog works with IBM Rational RequisitePro, IBM Rational ClearCase, IBM Rational ClearQuest, Microsoft Project, IBM Rational Quality Manager, Rational Asset Manager, and TestManager. You must modify the catalog to load data from Rational Asset Manager. 1. Open the OOTBE2E job. This job loads all of your data from all of your products. In Data Manager, expand Jobs and select OOTBE2E. Figure 6. The OOTBE2E job (unmodified) 2. To import data into the ODS, you must modify the OOTBE2E build job by adding the RAMAll job and RAM_Build_Star job. 18

19 3. To add RAMAll job to the OOTBE2E job, right click the OOTBE2E job and select Insert Node > Job Stream Node. 4. In the Business name field, enter RAMAll. 5. In the Associated JobStream field, select the RAMAll job from the Jobs\RAMJobs directory. 19

20 6. Click the Predecessor tab, select Build_Star, and then click OK. 7. To add the RAM_Build_Star job to the OOTBE2E job, right-click the OOTBE2E job and then select Insert Node > Job Stream Node. 20

21 8. In the Business name field, enter RAM_Build_Star. 9. In the Associated JobStream field, select the RAM_Build_Star job from the Jobs\StarJobs directory. 10. Click the Predecessor tab, select RAMAll, and then click OK. The RAMAll and RAM_Build_Star jobs are added to the OOTBE2E job. 21

22 Manually running a data collection To manually run a job in Data Manager: 1. Expand RationalInsightETL > Builds and JobStreams > Jobs> RAMJobs. 2. Right-click RAMAll and select Properties. Set the properties of the variables, and click OK. 22

23 3. Save the data manager catalog. 4. Right-click RAM_FullLoad and select Execute. Important: Do not run the RAMAll job directly. Instead, run the RAM_FullLoad job first. Then, load all the data from the Rational Asset Manager server by running RAM_FullLoad again. Alternatively, to load only the data that was changed since the last successful run, run the RAM_DeltaLoad job. 5. In the Execute Jobstream window, accept the default settings and click OK. A console window shows the output from the job. The job might take a long time to run. When the job is finished, the data will be in your warehouse, and the console window will look like the following figure. 6. To close the window, press Enter. 23

24 Figure 7. Completed job for Rational Asset Manager Manually running the STAR schema builds To manually run a STAR schema build in Data Manager: 1. Expand RationalInsightETL > Builds and JobStreams > StarJobs. 2. Update the STAR schema by running these jobs in the following order: a. Build_Star b. RAM_Build_Star 3. To run the jobs, follow the procedures in Manually run a data collection. Publishing jobs to the Rational Insight Reporting Server for scheduled execution After you complete the ETL build, you must schedule future builds to run on a regular basis. 1. In Data Manager, click Actions > Publish Data Movement Task. 2. Expand the tree and select the OOTBE2E job in the Jobs folder to publish to Rational Insight for scheduling. 3. Optionally, specify an alternate name for the published job. This name is displayed in the Rational Insight Server. Click OK. 24

25 25

26 4. Log on to Rational Insight to see your published job, and click datamovementtasks. The OOTBE2E job is published to the server. 5. Click the schedule icon to schedule the job. 26

27 6. Schedule the job to run daily and then click OK. Publishing the Rational Asset Manager metamodel by using Framework Manager The main metadata modeling tool within IBM Cognos is Framework Manager. Framework Manager can create relational and dimensionally modeled relational models called frameworks. Publishing the framework model for RAMLive 1. From the Start menu, select All Programs and click IBM Rational Insight > IBM Cognos > Framework Manager. 2. In Framework Manager, click Open a Project. 3. Browse to the RAMLive.cpf file in the following directory: unzip_directory\framemgr\rational Insight Reporting Data Model (RAMLive) 4. Click Open. 27

28 5. In the Project Viewer, expand Packages, right-click Reporting Data Model (IBM Rational Asset Manager Live), and click Publish Packages. 6. In the Publish wizard, next to the Folder location in the Content Store field, click the folder icon. The Select Folder in Content Store window opens. 28

29 7. Verify that the path of the folder location is set to Public Folders > Reporting Data Models, click OK, and then click Next. 8. On the Add Security page, on the User Access tab, make sure that no security is defined. Click Next. 29

30 9. On the Options page, make sure that Verify the package before publishing is selected. Click Publish. After the package is published, a confirmation message is displayed. 30

31 10. On the Finish page, make sure that Exit this wizard and View errors / warnings found in your package are selected, and click Launch IBM Cognos. In a web browser, Rational Insight opens. 11. Click Reporting Data Models. Verify that Reporting Data Model (IBM Rational Asset Manager Live) is in the list of reporting data models. 12. In the Publish wizard, click Finish. Then, click Close to exit the wizard. 13. Save the framework model and then exit. 31

32 Publishing the framework model for the Rational Asset Manager data warehouse 1. In Framework Manager, open the project in the following directory: Unzip Directory/framemgr/ Rational Insight Reporting Data Model (RAM)/ Rational Insight Reporting Data Model (RAM).cpf 2. Expand Packages, right-click Reporting Data Model (RAM), and click Publish Packages. The Publish wizard opens. 32

33 3. For the publish location, select IBM Cognos Content Store, and click Next. 4. On the Add Security page, on the User Access tab, make sure that no security is defined. Click Next. 33

34 5. Click Publish. 6. A message confirms that the framework model was published. 34

35 7. On the Finish page of the Publish wizard, click Launch IBM Cognos. In a web browser, Rational Insight opens. 8. Click Reporting Data Models. 9. In the list of data models, you can see that Reporting Data Model (RAM) was published. 10. In the Publish wizard, click Finish. Then, click Close to exit the wizard. 11. Save the framework model and then exit. 35

36 Running a report of Rational Asset Manager data by using Rational Insight To run a report of Rational Asset Manager data, follow these steps: Import reports to the report server Verify the data source connection Run the report Importing reports to the report server 1. In Rational Insight, copy the RAM Reports.zip file from the unzip_directory/cognos/deployment/ directory to the following directory: Rational_Insight_Installation/cognos/deployment 2. Open Rational Insight and select IBM Cognos Administration. 3. Click the Configuration tab, and click Content Administration. 4. Click the New Import icon. 36

37 5. In the New Import wizard, in the Deployment archive section, select RAM Reports, and click Next. 6. Specify the name, location, and description of the report, and click Next. 7. On the Public folders content page, select Asset Management Reports, and make sure that Include report output versions is selected. Click Next. 37

38 8. On the Directory content page, make sure that Include sources and connections and Replace existing entries are selected, and click Next. 38

39 9. Specify the settings for access permissions, external namespaces, entry ownership, and the deployment record. Click Next. 10. Review the summary page and click Next. 11. On the Select and action page, select Save and Run once, and click Finish. 39

40 12. On the Run with options page, select the required settings and click Run. 13. Select View the details of this import after closing this dialog. Confirm that you want to run the import by clicking OK. 14. Verify that the status is Succeeded and click Close. 40

41 15. Click the Home icon, and click Reports by Category > Product Oriented Hierarchy > Asset Management Reports > RAM Reports (Live). Verifying the data source connection 41

42 1. Start IBM Cognos Administration. 2. Click the Configuration tab. 3. Click Data Source Connections. 4. From the list of connections, select RAM(Live). 5. In the Actions column, click the Set Properties icon. 42

43 6. Click the Connection tab, and verify the connection information. In the Connection string field, make sure that the DSN value is the same value that you entered when you created the ODBC connection. For details, see the Setting up the data source configuration section in this document. 7. Click Test the Connection. 8. On the Test the connection page, click Test. 9. When the test is complete, the status is Succeeded. Click Close. Running a report 1. In Rational Insight, in the upper toolbar, click the Home icon. 2. Click Public Folders > Reports by Category > Product Oriented Hierarchy > Asset Management Reports > RAM Reports (Live). 43

44 3. From the list of reports, select Asset Detail and click the Run with options icon. 4. On the Run with options page, specify your required settings and click Run. 44

45 5. The Asset Detail Report prompt page opens. From the calendars, select the start and end dates. Click Finish. The Asset Detail Report is generated for the time period that you indicated. 45

46 Sample reports You can generate several sample reports for live reporting and data warehouse reporting. Live reporting Asset Detail Report Generates a report about the assets that were modified in a given period of time. Asset Detail Report by Category (New for ) Generates a report about the assets that were modified in a given period of time. This report can be filtered on categories for a given period of time. Asset Usage Report Generates a report about the top asset usages in a given period of time, such as asset browse, build usage, asset downloads, subscriptions, and search views. License Usage Report Generates a report about the licenses that were acquired in a given period of time. Popular Assets Report Generates a report about assets based on their popularity in a given period of time. The popularity is based on the number of asset browses and asset subscriptions. Role Assignment Report Generates a report to show when a given user or user group was assigned a role in a given period of time. Role Updates Report Generates a report about the history of changes to roles in a given period of time. The report shows the old entitlements and the new entitlements for the roles. Top Asset Downloads Report Generates a report about the assets that were downloaded the most in a given period of time. Top Asset Download by User Report Generates a report about the users who downloaded the most number of assets in a given period of time. Top Asset Submissions by User Report Generates a report about the users who submitted the most number of assets in a given period of time. 46

47 Build Usage Report Generates a report about the assets that were used in builds the most in a given period of time. Top Assets by Search View Report Generates a report about the assets that were searched for the most in a given period of time. Data warehouse reporting Asset Detail Report Generates a report about the assets that were modified in a given period of time. Asset Detail Report by Category (New for ) Generates a report about the assets that were modified in a given period of time. This report can be filtered on categories for a given period of time. Asset Change Request Report Generates a report about the assets that are linked to work items in IBM Rational Team Concert in a given period of time. Asset Usage Report Generates a report about top asset usages in a given period of time, such as asset browse, build usage, asset downloads, subscriptions, and search views. License Usage Report Generates a report about the licenses that were acquired in a given period of time. Popular Assets Report Generates a report about assets based on their popularity in a given period of time. The popularity is based on the number of asset browses and asset subscriptions. Role Assignment Report Generates a report to show when a given user or user group was assigned a role in a given period of time. Role Updates Report Generates a report about the history of changes to roles in a given period of time. The report shows the old entitlements and the new entitlements for the roles. Top Asset Downloads Report Generates a report about the assets that were downloaded the most in a given period of time. 47

48 Top Asset Download by User Report Generates a report about the users who downloaded the most number of assets in a given period of time. Top Asset Submissions by User Report Generates a report about the users who submitted the most number of assets in a given period of time. Build Usage Report Generates a report about the assets that were used in builds the most in a given period of time. Top Assets by Search View Report Generates a report about the assets that were searched for the most in a given period of time. YTD License Activity Generates a report about the year-to-date licenses that users acquired. You can navigate to a particular month or year to generate a report about the licenses that users acquired during that time. YTD User Downloads Generates a report about the year-to-date asset downloads by each user. You can navigate to a particular month or year to generate a report about asset downloads during that time. YTD User Submissions Generates a report about the year-to-date asset submissions by each user. You can navigate to a particular month or year to generate a report about asset submissions during that time. 48

49 Notices This information was developed for products and services offered in the U.S.A. IBM may not offer the products, services, or features discussed in this document in other countries. Consult your local IBM representative for information on the products and services currently available in your area. Any reference to an IBM product, program, or service is not intended to state or imply that only that IBM product, program, or service may be used. Any functionally equivalent product, program, or service that does not infringe any IBM intellectual property right may be used instead. However, it is the user's responsibility to evaluate and verify the operation of any non-ibm product, program, or service. IBM may have patents or pending patent applications covering subject matter described in this document. The furnishing of this document does not grant you any license to these patents. You can send license inquiries, in writing, to: IBM Director of Licensing IBM Corporation North Castle Drive Armonk, NY U.S.A. For license inquiries regarding double-byte (DBCS) information, contact the IBM Intellectual Property Department in your country or send inquiries, in writing, to: Intellectual Property Licensing Legal and Intellectual Property Law IBM Japan, Ltd , Shimotsuruma, Yamato-shi Kanagawa Japan The following paragraph does not apply to the United Kingdom or any other country where such provisions are inconsistent with local law: INTERNATIONAL BUSINESS MACHINES CORPORATION PROVIDES THIS PUBLICATION "AS IS" WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESS OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Some states do not allow disclaimer of express or implied warranties in certain transactions, therefore, this statement may not apply to you. This information could include technical inaccuracies or typographical errors. Changes are periodically made to the information herein; these changes will be incorporated in new editions of the publication. IBM may make improvements and/or changes in the product(s) and/or the program(s) described in this publication at any time without notice. 49

50 Any references in this information to non-ibm websites are provided for convenience only and do not in any manner serve as an endorsement of those websites. The materials at those websites are not part of the materials for this IBM product and use of those websites is at your own risk. IBM may use or distribute any of the information you supply in any way it believes appropriate without incurring any obligation to you. Licensees of this program who wish to have information about it for the purpose of enabling: (i) the exchange of information between independently created programs and other programs (including this one) and (ii) the mutual use of the information which has been exchanged, should contact: Intellectual Property Dept. for Rational Software 3600 Steeles Avenue East Markham, ON Canada L3R 9Z7 Such information may be available, subject to appropriate terms and conditions, including in some cases, payment of a fee. The licensed program described in this document and all licensed material available for it are provided by IBM under terms of the IBM Customer Agreement, IBM International Program License Agreement or any equivalent agreement between us. Any performance data contained herein was determined in a controlled environment. Therefore, the results obtained in other operating environments may vary significantly. Some measurements may have been made on development-level systems and there is no guarantee that these measurements will be the same on generally available systems. Furthermore, some measurements may have been estimated through extrapolation. Actual results may vary. Users of this document should verify the applicable data for their specific environment. Information concerning non-ibm products was obtained from the suppliers of those products, their published announcements or other publicly available sources. IBM has not tested those products and cannot confirm the accuracy of performance, compatibility or any other claims related to non-ibm products. Questions on the capabilities of non-ibm products should be addressed to the suppliers of those products. All statements regarding IBM's future direction or intent are subject to change or withdrawal without notice, and represent goals and objectives only. This information contains examples of data and reports used in daily business operations. To illustrate them as completely as possible, the examples include the names of individuals, companies, brands, and products. All of these names are fictitious and any similarity to the names and addresses used by an actual business enterprise is entirely coincidental. 50

51 If you are viewing this information in softcopy, the photographs and color illustrations may not appear. Trademark acknowledgements IBM, the IBM logo, and ibm.com are trademarks or registered trademarks of International Business Machines Corp., registered in many jurisdictions worldwide. Other product and service names might be trademarks of IBM or other companies. A current list of IBM trademarks is available on the web at Linux is a registered trademark of Linus Torvalds in the United States, other countries, or both. Microsoft and Windows are trademarks of Microsoft Corporation in the United States, other countries, or both. Other product and service names might be trademarks of IBM or other companies. 51

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