{"id":30600,"date":"2020-08-02T14:57:31","date_gmt":"2020-08-02T12:57:31","guid":{"rendered":"http:\/\/54.194.80.134.nip.io\/blog\/what-is-sap-analytics-the-sap-data-warehouse-portfolio\/"},"modified":"2022-06-09T10:12:52","modified_gmt":"2022-06-09T08:12:52","slug":"what-is-sap-analytics-the-sap-data-warehouse-portfolio","status":"publish","type":"post","link":"https:\/\/www.cubeserv.com\/en\/what-is-sap-analytics-the-sap-data-warehouse-portfolio\/","title":{"rendered":"What is SAP Analytics? The SAP Data Warehouse Portfolio"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"30600\" class=\"elementor elementor-30600 elementor-17044\" data-elementor-settings=\"{&quot;element_pack_global_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-319540f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"319540f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cd1b83b\" data-id=\"cd1b83b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-486c0f6 elementor-widget elementor-widget-text-editor\" data-id=\"486c0f6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tBusiness analytics is built on good data. \u261d SAP offers various solutions to design the optimal data warehouse. \u2654\u2705\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-65d4f1c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"65d4f1c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-401020d\" data-id=\"401020d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-22b0c16 elementor-widget elementor-widget-text-editor\" data-id=\"22b0c16\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPublished so far:\r\n<ul>\r\n \t<li>Part 1: <a href=\"https:\/\/www.cubeserv.com\/en\/blog\/how-to-make-business-analytics-successful\/\">How to make business analytics successful?<\/a><\/li>\r\n \t<li>Part 2: <a href=\"https:\/\/www.cubeserv.com\/en\/blog\/unternehmensanalyse-vs-business-intelligence\/\">Business Analytics vs. Business Intelligence<\/a><\/li>\r\n \t<li>This is Part 3:<\/li>\r\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-540cf95 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"540cf95\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d56eb7a\" data-id=\"d56eb7a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63f41dc elementor-widget elementor-widget-text-editor\" data-id=\"63f41dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>SAP Analytics: Integration is the key<\/h2>\r\nSAP develops outstanding software for handling all of a company&#8217;s business processes such as accounting, controlling, sales, purchasing, production, warehousing and human resources. The hallmark of the self-developed software is the high degree of adaptation to customer requirements via parameters in tables. This makes a lot of things possible, the price for this is a high complexity compared to competitors.\r\n\r\nSAP Analytics is characterized by a very high level of integration between the individual applications.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9850ea1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9850ea1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e55c74a\" data-id=\"e55c74a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a500c7b elementor-widget elementor-widget-image\" data-id=\"a500c7b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/Blog-3.jpg\" title=\"Das SAP Data Warehouse-Portfolio\" alt=\"Das SAP Data Warehouse-Portfolio\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-24639ec elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"24639ec\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a04f304\" data-id=\"a04f304\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7dad83f elementor-widget elementor-widget-text-editor\" data-id=\"7dad83f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe high level of integration still excites me about SAP products. I am aware that the high expectations are not being met, especially with the purchased solutions. Christian Klein (CEO SAP SE) has promised improvements here.\r\n\r\nThere are endless offers to get data out of SAP systems and write it into analytical applications. Experience teaches me: &#8220;No one understands SAP data as well as SAP does.&#8221;\r\n\r\nThe data quality in Finance, combined with the high standard SAP sets in this area, is the basis for me to recommend SAP as a (partial) solution for the Analytical Platform.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2b73dc4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2b73dc4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-61c2912\" data-id=\"61c2912\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0bd7ca8 elementor-widget elementor-widget-image\" data-id=\"0bd7ca8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"666\" height=\"233\" src=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/Intelligence-Enterprise-1.jpg\" class=\"attachment-large size-large wp-image-17053\" alt=\"\" srcset=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/Intelligence-Enterprise-1.jpg 666w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/Intelligence-Enterprise-1-300x105.jpg 300w\" sizes=\"(max-width: 666px) 100vw, 666px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b658f30 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b658f30\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-706433e\" data-id=\"706433e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5a68933 elementor-widget elementor-widget-text-editor\" data-id=\"5a68933\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>SAP HANA &#8211; the technological basis for SAP Analytics<\/h2>\r\nSAP HANA provides the technological basis for all future solutions. This is supplemented by other databases such as SAP IQ.\r\n\r\nSAP HANA is derived from &#8220;High Performance Analytic Appliance&#8221;. The basis is in-memory technology. Characteristic features of SAP HANA are:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5b3d36a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5b3d36a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1c1844b\" data-id=\"1c1844b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dc79233 elementor-widget elementor-widget-image\" data-id=\"dc79233\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"918\" height=\"388\" src=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/HANA.jpg\" class=\"attachment-large size-large wp-image-17057\" alt=\"\" srcset=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/HANA.jpg 918w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/HANA-300x127.jpg 300w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/HANA-768x325.jpg 768w\" sizes=\"(max-width: 918px) 100vw, 918px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-130681a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"130681a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-eed0ad1\" data-id=\"eed0ad1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5f558da elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5f558da\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-14bff23\" data-id=\"14bff23\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-731cd24 elementor-widget elementor-widget-text-editor\" data-id=\"731cd24\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSAP HANA has matured into a good platform for diverse applications. This platform offers applications certain basic services:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-42b6c01\" data-id=\"42b6c01\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-30e4a3d elementor-widget elementor-widget-image\" data-id=\"30e4a3d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"918\" height=\"509\" src=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/HANA-2.jpg\" class=\"attachment-large size-large wp-image-17060\" alt=\"\" srcset=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/HANA-2.jpg 918w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/HANA-2-300x166.jpg 300w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/HANA-2-768x426.jpg 768w\" sizes=\"(max-width: 918px) 100vw, 918px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0e76f82 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0e76f82\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6cca193\" data-id=\"6cca193\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d426156 elementor-widget elementor-widget-text-editor\" data-id=\"d426156\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tAll functions can be used via SQL. My colleague has published a nice collection of common problems on our site. On my laptop I have installed the <a href=\"https:\/\/www.sap.com\/products\/hana\/express-trial.html\">SAP HANA, express edition<\/a>. So I can access patterns and sample solutions quickly and easily. Using it in the basic version is free as a development environment. To get started, I can recommend the book by J\u00f6rg Brandeis SQLScript for SAP HANA.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-db144b2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"db144b2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-69db8f5\" data-id=\"69db8f5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b57a560 elementor-widget elementor-widget-text-editor\" data-id=\"b57a560\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>SAP HANA: R Integration<\/h3>\r\nThe requirements for advanced analytics algorithms are difficult to map with the standard procedures implemented in SAP HANA. SAP HANA therefore offers an integration of the <a href=\"https:\/\/www.r-project.org\/\">R server<\/a>. This makes it easy to call R code in SQL procedures.\r\n\r\nI like to access solutions in R for the recognition of patterns in data or for questions around the topic of time series analysis.\r\n\r\nWell-known examples of time series are stock prices, unemployment statistics, weather data, etc.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fa7d4c4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fa7d4c4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bae31be\" data-id=\"bae31be\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5ae8b83 elementor-widget elementor-widget-text-editor\" data-id=\"5ae8b83\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>SAP BW &#8211; the classic data warehouse from SAP<\/h2>\r\nSAP BW was first released in 1998 as the Business Warehouse Information System (BIW). Since then, BW has gone through many iterations. For big data, it was and still is useful to have a separate data model optimized for analysis.\r\n\r\nSAP BW is a full-featured data warehouse application that enables the integration, transformation and consolidation of relevant business information from production SAP applications and external data sources. The data warehousing process includes data modelling, extraction, transformation and loading (ETL) as well as data warehouse process management.\r\n\r\nSAP BW comes with various tools and services to support the development of SAP BW objects and processes, the provision of data to the system landscape, the execution of tests and traces, and the monitoring of the system landscape.\r\n\r\nSAP BW is also a full-featured business intelligence application that provides reporting and analysis tools and capabilities that enable organizations to make well-formed tactical and strategic decisions. Its online analytics processor provides OLAP capabilities and services, as well as services for BW-integrated design of planning and analysis processes.\r\n\r\nSAP BW uses only database functionality based on Open SQL: the lowest common denominator of all databases supported by SAP applications.\r\n\r\nDeep integration while supporting a wide variety of databases was only possible to a limited extent. Convergence of application and database can only succeed when focusing on one database technology. The result is <a href=\"https:\/\/www.cubeserv.com\/en\/solutions\/data-warehousing\/sap-bw-4hana\/\">BW\/4HANA<\/a>. In the webinar, I will show how easy it is for you to switch to the modern product version. Benefit from our experience!\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dcf3065 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dcf3065\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-39a3377\" data-id=\"39a3377\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9b8abb0 elementor-widget elementor-widget-text-editor\" data-id=\"9b8abb0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>BW\/4HANA the central data warehouse<\/h2>\r\nAs a database, BW\/4HANA only uses SAP HANA. Technically and functionally, BW\/4HANA is still very similar to SAP BW on HANA 7.5 in the first version. BW\/4HANA is now focused as a data warehouse tool. Other products are needed for reporting and planning. SAP&#8217;s architecture diagram nicely shows the interaction of SAP HANA, BW\/4HANA and the front end tools (reporting and planning).\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-21de1b8\" data-id=\"21de1b8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-619dc9b elementor-widget elementor-widget-image\" data-id=\"619dc9b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"921\" height=\"683\" src=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/BW4hana-architektur.jpg\" class=\"attachment-large size-large wp-image-17066\" alt=\"\" srcset=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/BW4hana-architektur.jpg 921w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/BW4hana-architektur-300x222.jpg 300w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/BW4hana-architektur-768x570.jpg 768w\" sizes=\"(max-width: 921px) 100vw, 921px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c3fe9db elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c3fe9db\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3e6ed96\" data-id=\"3e6ed96\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e3e1263 elementor-widget elementor-widget-text-editor\" data-id=\"e3e1263\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tIn my opinion, SAP BW and BW\/4HANA are very good data warehouse solutions for storing structured data and making it available in consolidated form to a wide variety of applications. In larger environments, it is worthwhile to build and operate a separate system for this purpose. Here, new functions can be provided more quickly on a regular basis (software updates, provision of new applications and modified applications). Large amounts of data that are no longer changed can easily be stored more cheaply in an automated manner (in <a href=\"https:\/\/blogs.sap.com\/2017\/07\/19\/bridging-two-worlds-integration-of-sap-and-hadoop-ecosystems\/\">Hadoop clusters<\/a> or <a href=\"https:\/\/www.sap.com\/products\/sybase-iq-big-data-management.html\">SAP IQ<\/a>). The keyword for such scenarios is Data LifeCycle Management (DLM).\r\n\r\nIn order to be able to work with data in an integrated and legally compliant manner, we need end-to-end data authorizations. Data authorizations can be set up and used in (almost) every application. However, this does not create a system that users and responsible parties can trust. For me, there can only be one place in complex SAP landscapes: BW\/4HANA (or SAP BW). Use the possibilities and proactively create trust in good data protection. I will take up this point again when presenting the <a href=\"https:\/\/www.cubeserv.com\/en\/services\/analysis-and-concepts\/business-analytics-platform\/\">Business Analytics Platform<\/a>.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c9049f8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c9049f8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7e08147\" data-id=\"7e08147\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-62da9fa elementor-widget elementor-widget-text-editor\" data-id=\"62da9fa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>BW\/4HANA vs. SQL-Data Warehouse<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-eb956de elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eb956de\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-fd314ae\" data-id=\"fd314ae\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5e1282e elementor-widget elementor-widget-text-editor\" data-id=\"5e1282e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>Pro BW\/4HANA<\/h3>\r\n<ul>\r\n \t<li>Modelling templates for the different objects of the data warehouse<\/li>\r\n \t<li>Load requests (load requests can be easily cancelled, transparency in data creation \u00e0 internal control system for revision and auditors)<\/li>\r\n \t<li>Analysis authorizations<\/li>\r\n \t<li>SAP DataSources (data extraction consistent with business transactions; enriched with metadata (labels, attributes, hierarchies, texts)<\/li>\r\n \t<li>Consistency with SAP systems can be easily established (fiscal year variants, currencies and currency conversion, unit conversion, etc.)<\/li>\r\n \t<li>Business Content (data model templates)<\/li>\r\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d6ad4b8\" data-id=\"d6ad4b8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-97a6243 elementor-widget elementor-widget-text-editor\" data-id=\"97a6243\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>Pro SQL Data Warehouse<\/h3>\r\n<ul>\r\n \t<li>Full modeling flexibility<\/li>\r\n \t<li>Knowledge is widely used by non-SAP developers<\/li>\r\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-29accb8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"29accb8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-a93c426\" data-id=\"a93c426\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-34bad22 elementor-widget elementor-widget-image\" data-id=\"34bad22\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"752\" height=\"577\" src=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/SAP-Data-Warehouse.jpg\" class=\"attachment-large size-large wp-image-17069\" alt=\"\" srcset=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/SAP-Data-Warehouse.jpg 752w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2020\/08\/SAP-Data-Warehouse-300x230.jpg 300w\" sizes=\"(max-width: 752px) 100vw, 752px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-968da82\" data-id=\"968da82\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b0c9911 elementor-widget elementor-widget-text-editor\" data-id=\"b0c9911\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>What are SAP&#8217;s data warehouse solutions?<\/h2>\r\nThe <a href=\"https:\/\/www.cubeserv.com\/en\/solutions\/data-warehousing\/sap-data-warehouse-cloud\/\">SAP Data Warehouse Cloud<\/a> rounds off the offering. Business analytics needs good data (enterprise data warehouse), it also needs agility for complex data structures. SAP Data Warehouse Cloud serves precisely this desire to be able to change and expand the data model independently and quickly. For the foreseeable future, the solution will not displace other solutions, but complement them. I recommend you read the blogs on our website. Now is the right time to start with suitable scenarios and grow along with the expansion of functionality.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Business analytics is built on good data. SAP offers various solutions to design the optimal data warehouse. \u2654 &#x2705;<\/p>\n","protected":false},"author":13,"featured_media":16979,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[508],"tags":[400,45,208,519,387,482,407],"class_list":["post-30600","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-analytics","tag-business-analytics","tag-business-analytics-platform","tag-bw-4hana","tag-data-warehouse","tag-data-warehouse-cloud","tag-sap-data-warehouse-cloud","tag-sap-hana"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v24.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is SAP Analytics? 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