|Exam Name||:||IBM Cognos 8 BI Metadata Model Developer|
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IBM Cognos new edition has already made a significant have an effect on on the facts visualization and analytics over the past few years. The companies who need consistent development and progression through records organization relies closely on the newest edition of Cognos business intelligence solutions in 2017.
The previous versions of Cognos application have been also very successful. It supports all types of working methods and systems, it helps a number of sorts of data to assist to make decisions enhanced sooner or later and benefit extra handle over your company matters for giant and small companies. There aren't any hard and speedy conditions for deploying IBM Cognos brand in your company, the platform provides exquisite steadiness and facts protection with real-time reports and evaluation. The managers are able to use Cognos BI application that Cognos developer replace constantly online. It broadens your domains over massive areas and departments within the companies. corporations in 2017 count a great deal on the Cognos closely.
Why Cognos real-time statistics visualization concerns? because from BI administration aspect of view, the supervision of information and gathering it in such an easy manner is not viable in another similar company. The easy administration permits managers to manage and access the software 24/7 across many locations on the earth with cloud-primarily based capabilities.
the only and largest purpose for Cognos consultant to guide administration about key features of Cognos is to help them manipulate trade within the company. Cognos experts have talents in managing exchange. it's the rationale facts reviews rely for managing corporation-broad probability with Cognos analytics.
It helps to keep the environment operational and helps in reviewing the statistics within the a lot quicker approach for reworking it and gaining high-end effects from it. the entire benefits Cognos data analysis and experiences deliver help companies obtain a milestone for development and ensure the superior productivity of their personnel as smartly. There are different application applications available in the market which are not any suit for the efficiency of Cognos IBM in 2017. It helps many clients and adding new users is not any large complications for non-IT managers as neatly. With the aid of professional Cognos Consulting services, the Cognos expert offers the solutions to organization’s largest questions to guide lengthy phrases dreams and enterprise success.
IBM’s acquisition of Cognos become explained in more desirable detail remaining week; we explore the have an impact on for BI practitioners
Like many in the industry, you had been doubtless shocked by means of IBM Corp.'s acquisition late last year of Cognos Inc, given the business's focal point on middleware and assistance integration, not applications themselves.
Even enabling for IBM's liberal definition of what constitutes middleware (corresponding to its DB2 database), the Cognos buy was a flow into customer-dealing with functions. Cognos' enterprise reporting, planning and forecasting solutions, and question and evaluation customer tools are as removed from middleware as massive Blue has ever ventured in the company intelligence (BI) and efficiency administration (PM) markets.
Cognos' BI and PM technologies will, just like the DB2 database itself, conveniently become authorized as according to large Blue's middleware-centric imaginative and prescient.
IBM touted a couple of new Cognos bundling or packaging preparations that emphasize the complementary nature of Cognos' BI or PM tools and its own integration middleware technologies. massive Blue unveiled six pre-built-in IBM-Cognos company intelligence choices, including a brand new Cognos 8 BI "starter pack" for huge Blue's InfoSphere Warehouse as well as a new packaging arrangement whereby InfoSphere Warehouse should be disbursed with Cognos 8.
in addition, IBM announced pre-integration of Cognos eight with its IBM suggestions Server platform; pre-configured templates for integrating Cognos 8 BI with its FileNet platform; pre-integration and bundling of an IBM Dashboard Accelerator "starter kit" with Cognos 8 (which the business says lets shoppers right away build and deploy portal-based dashboards). huge Blue's Dashboard Accelerator will additionally bundle a Cognos eight BI "starter pack" as well as a brand new Cognos builder. The latter offering is declared to make it more straightforward for clients to create portal and dashboard components that consist of Cognos studies or analytics.
IBM has tested that Cognos 8 might be bundled with its C-category Balanced Warehouse offerings, which are geared towards small- and medium-sized groups (see http://www.tdwi.org/news/monitor.aspx?identity=8357).
Making Its Case for Cognos
IBM's acquisition of Cognos changed into unprecedented, to be certain, in accordance with many industry veterans we consulted.
"For years, IBM representatives have stressed that the items the guidance management neighborhood builds and buys are focused on the infrastructure degree, despite an occasional foray into functions or tools that resemble applications," noted Philip Russom, senior supervisor at TDWI research, on the time. "The Cognos acquisition evidently steps across the line in a large way, so it begs the query: is this an exception to the infrastructure rule or is this an entire new rule? If it be a brand new rule, the listing of possible acquisitions we will predict from IBM simply bought plenty longer."
At its assistance-on-Demand gala, held currently in new york, IBM tried to handle such objections. The company linked the Cognos acquisition to its normal tips-on-demand effort, claiming that Cognos' BI and PM technologies -- a whole lot like its specific tips integration tools -- supply shoppers a method to "liberate" remoted or siloed statistics sources.
at the same time, IBM officials mentioned, consumers can tap Cognos' BI and PM applied sciences -- in tandem with its advice integration middleware glue -- to revamp enterprise strategies and greater handle altering enterprise wants.
"Cognos … brings a big quantity of skill around business decision-making, company optimization. [W]e consider [the acquisition] helps place us to no longer best have a huge amount of underlying know-how in assist of this information-on-Demand method, however offers us with some very pleasing capabilities as we go out and present this price proposition not just to the IT experts, but to the business gurus who're extra concentrated on resolution-making and company results than they're on infrastructure," said Steve Mills, senior vice-president and community government with IBM's utility neighborhood, right through remaining week's press conference.
One upshot of this become that Mills and IBM tried to shift the focal point away from the specificity of Cognos' BI and PM assets (i.e., they're a mix of front-conclusion customer equipment and back-end enabling applied sciences, and the front-conclusion is a stretch of varieties for IBM) and extra toward how the Cognos applied sciences healthy into the basic guidance birth and consumption lifecycle.
What IBM is advertising, Mills observed, isn't guidance integration snake oil, but an assistance-on-demand imaginative and prescient that puts the appropriate counsel (together with analytic insights) in the dashboards, reports, or pie charts of company decision makers. IBM plans to do that by yoking the Cognos BI and PM technologies to its more specific middleware assets, offering determination makers what Mills touted as a "comprehensive end-to-end set of capabilities."
based on Mills and IBM, this is never so plenty basic business intelligence or PM -- deploying dedicated BI or PM performance management tools as a method to profit greater perception into what's occurring -- as the subsequent wave: enterprise optimization, wherein BI and PM technologies (e.g., embedded in new purposes or known as from existing functions) can permeate company tactics.
"The quicker-growing to be part of the IT market going forward has to do with company optimization," he talked about. "[Executives are] focused now on 'How do I make more suitable selections, extra useful decisions, quicker decisions?' [Information on Demand] touches on automation insofar as groups everywhere want to instrument their processes and trap extra statistics about what's happening in true-time, after which they want to be in a position to analyze that and make ahead-looking selections to more desirable compete within the marketplace."
Stephen Swoyer is a Nashville, TN-primarily based freelance journalist who writes about expertise.
BURLINGTON, Mass.--(company WIRE)--Cognos, an IBM business and world chief in company intelligence and efficiency management options, nowadays announced that Hess business enterprise has chosen IBM Cognos BI to bring a full range of business intelligence capabilities throughout its advertising and Refining company.
a number one global integrated energy business, Hess corporation is engaged within the exploration and production of crude oil and natural gas, as smartly as the construction and sale of refined petroleum, herbal gasoline, and electricity items. seeking to carry unified access to important assistance in its downstream operations, Hess executives decided to standardize its efficiency management on a single BI solution.
After an intensive overview of competitive choices, Hess chose Cognos since it promises the complete spectrum of business intelligence functionality on a single platform, simplifying deployment and use. chiefly, Hess will use IBM Cognos eight company Intelligence (BI) inside its retail, refining, finance, energy advertising and corporate divisions, connecting all information into a single, business view to give improved visibility into core enterprise drivers reminiscent of consumer profitability, inventory degrees, and possibility positions. Finance managers and company analysts, as an instance, will use the application to investigate efficiency tendencies and most suitable model future yr boom. In retail, IBM Cognos BI may be used to help its U.S. chain of over 1,300 Hess fuel stations and Hess specific convenience outlets, helping managers facilitate evaluation and reporting on key shop operations metrics – including product, class and phase income, save performance against plan, and keep-via-save comparisons – to be able to simply determine tendencies and make vital alterations that force consumer pride and profitable growth.
Hess operations and advertising managers will also be capable of use IBM Cognos eight BI evaluation for Microsoft Excel to operate multidimensional analysis on their statistics the use of a well-known spreadsheet ambiance. With IBM Cognos eight Go! mobile, corporate executives, as well as regional and district managers, will be capable of use their instant handheld gadgets to read and securely have interaction with company performance tips and make advised choices in spite of their place or time.
"IBM Cognos BI offers Hess the foremost method to arming management with self-service access to their advice with a view to sooner or later cause more streamlined operations and stronger decision-making,” mentioned Jeff Steinhorn, Chief information Officer at Hess organization. “we've a single, intuitive enterprise intelligence answer that moves us to an ambiance where we are able to exploit and engage with all of our information techniques to improved establish traits, drill-down into particulars, and habits efficiency evaluation throughout the downstream company.”
IBM Cognos 8 company Intelligence provides resolution makers at all levels of the commercial enterprise with groundbreaking capabilities to more suitable manage efficiency via supplying a constant, correct view of all business information. As a complete, bendy product, IBM Cognos eight BI effectively integrates into present infrastructures with multiple methods and facts sources. Its simplified BI atmosphere improves person adoption, makes it possible for better decision-making, and offers a robust groundwork for departmental BI, enterprise BI and performance management.
“performance administration is all about empowering the right users with the appropriate suggestions to make the form of decisions that can positively affect customer provider, operations and normal organizational boom,” mentioned Susan Gold, vp of industry advertising & options at Cognos. “we are proud to look such a good corporation as Hess enterprise invest their have confidence in our options, recognizing the critical function IBM Cognos options play in helping them power visibility into corporate efficiency and allow a real on-demand enterprise.”
Hess supplier, with headquarters in new york, is a world integrated energy company engaged within the exploration, production, purchase, transportation and sale of crude oil and herbal gasoline, as neatly because the creation and sale of subtle petroleum, natural fuel and electricity products. greater guidance on Hess organization is obtainable at www.hess.com.
About Cognos, an IBM company:
Cognos, an IBM business, is the realm leader in enterprise intelligence and efficiency management solutions. It gives world-category enterprise planning and BI application and functions to aid agencies plan, remember and manipulate monetary and operational performance. Cognos became got via IBM in January 2008. For greater suggestions, seek advice from http://www.ibm.com/application/statistics/ and http://www.cognos.com.
Cognos and the Cognos emblem are emblems of Cognos ULC (formerly Cognos incorporated) in the u.s. and/or other countries. IBM and the IBM logo are logos of international enterprise Machines organisation within the united states, or other countries, or both. other enterprise, product, or service names may well be emblems or carrier marks of others.
word to Editors: Copies of previous Cognos press releases and corporate and product assistance can be found on Cognos' web website at http://www.cognos.com
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The enterprise BI market may be dominated by the likes of SAP, Oracle and IBM, but smaller names like Information Builders also have much to offer.
Which business intelligence (BI) product is right for you?
Info-Tech Research analyst Gareth Doherty cautions users that the BI field has so many tools and sub-categories that evaluation can be confusing.
This buyer's guide to enterprise business intelligence, therefore, takes a rather narrow view of the market for the sake of simplicity. It focuses on the big six (SAP, IBM, Microsoft, Oracle, SAS and MicroStrategy), which per Gartner, account for 72 percent of the market. Information Builders is also included, as Forrester named it along with the other six as leaders in a recent Magic Quadrant.
"Choosing a BI suite involves a long-term commitment to a product and vendor that could result in an expensive divorce if the relationship sours," said Doherty. "BI tool selection requires understanding all facets of your information architecture and business processes in order to choose a tool that is genuinely compatible with your needs."
Boris Evelson, an analyst at Forrester, recommends sticking to the tried and true evaluation steps:
"BI projects are never short, and, alas, many of them don't end, since a fast-paced business environment often introduces new requirements, enhancements and updates before you're even done with your first implementation," said Evelson. "Therefore, we typically recommend doing sufficient due diligence upfront when selecting a BI services provider, as you may be stuck with them for a long time."
Without further ado, here are some of the major candidates. But don't limit your search to these seven vendors; see our small business and midmarket business intelligence buying guides too.IBM Cognos
IBM Cognos 8 Business Intelligence provides a broad view of system activity and the ability to streamline environment changes. Harriet Fryman, business unit executive at IBM Business Analytics, lists the benefits as:
IBM Cognos 8 remains much better integrated than competing offerings, with shared metadata across the platform, enabling ease of transfer from report to query to analysis, said Rita Sallam, an analyst at Gartner. "However, customers reported a much diminished customer experience than in 2008, with support rated amongst the lowest in the Magic Quadrant," she added.SAP Business Intelligence
SAP has a couple of BI products: Business Objects and NetWeaver. When SAP acquired Business Objects in 2008, Business Objects didn't possess a data warehouse product, so its compatibility with NetWeaver Business Warehouse (BW) has been leveraged to create a broader offering. So which one is king?
"Our principal BI product is SAP BusinessObjects Business Intelligence Suite, which includes Crystal Reports, SAP BusinessObjects Web Intelligence, SAP BusinessObjects Explorer, SAP BusinessObjects Voyager and SAP BusinessObjects Xcelsius Enterprise," said Jason Rose, senior director for BI solution marketing at SAP BusinessObjects. "Through these solutions, our customers are able to access, navigate, analyze and share information across the enterprise via reporting, interactive analysis, dashboards and visualization tools, data exploration and information infrastructure. While we cannot discuss pricing, I will say that we [are] competitive in our market and work with each customer to meet their needs."
SAP records some of the largest deployments in terms of data volumes and end users, according to Gartner. Its vast global reach amounts to 46,000 customers in all corners of the world. However, support grades having been declining for three years in a row.Page 1 of 2 | 1 2 | Next
Data Warehouse Concepts
What is a Data Warehouse?
A warehouse in general terms is a repository where we store our information. Coming to the data warehouse, it is a collection of data organized in a specific manner and categorized information.
A data warehouse stores historical data of an organization so that they can analyze their performance over the past years and plan for the future.
The popular definition of the data warehouse by WH Inmon:
A data warehouse is:
Another definition from Ralph Kimball is more precise:
A data warehouse is a copy of transaction data specifically structured for query and analysis.
What is a Data mart?
A data mart is a subset of a data warehouse. Suppose we have an organization established in many different locations and each location maintains a data warehouse which we call it as data mart because a warehouse will have all the data integrated and as far as data mart is considered it will be a part of the data warehouse.
What are uses of having a Data Warehouse?
A Data Warehouse, in general, is used to analyze trends over a period of time and enhances the decision making of an organization. Once the data is loaded into the warehouse will be creating an OLAP cube or directly use the data to analyze trends. Basing on which the top level management will approach their future business strategies.
Data warehouse Architecture
We will multiple sources there all the operational data will be stored. Some may store them in flat files and some in databases. We will have to read all the sources and perform ETL (Extract, Transform and Load operations) which will be used to integrate data from these sources and transform them into one unique structure and then load into our target data warehouse.
Data Warehouse Architecture
There are 2 approaches in designing your data warehouse. First one is “Top-Down approach” and second is “Bottom-up approach”.
Top — Down Approach: The above image shows the top-down approach, where we are reading data from multiple sources and transforming the data and loading into your warehouse, then on top of that we are creating our data marts.
Bottom-up Approach: The opposite of the above approach is this. Here we will be creating data marts first and then we will create our data ware house on top of all the data marts.
Data Warehouse Terms
The schema is a logical arrangement of tables in a data warehouse. We have schemas in relational databases. Very much like same Data warehouse has schema’s namely Star schema, Snowflake schema, and Fact-Constellation.Star Schema
In this logical arrangement of tables, the fact table will be at the center of the schema surrounded by multiple dimension tables. Fact and dimension tables are linked via a Primary — Foreign Key relationship. Fact table will be having foreign keys of all the Dimension tables along with the facts whereas a Dimension table will be having attributes which describe the Dimension.Snowflake Schema:
In this logical arrangement of tables, we have dimension tables connected to other dimension tables which in turn are connected to fact table via a primary-foreign key relationship. Else we can say that the Dimension tables in Snowflake schema are normalized. Because of the normalization, the data redundancy will be reduced and a lot of storage space is saved.Fact Constellation Schema:
A fact constellation schema, unlike the start or snowflake, will have multiple fact tables. It is also called as Galaxy Schema.Star Schema Example
In this schema shown, a fact table (sales) is connected to multiple dimension tables item, location, time and branch. Each dimension table has attributes describing the dimension and fact table has the foreign key of all dimension tables along with facts like dollars_sold and units sold.Snowflake Schema Example:
In this schema, a fact table (sales) is connected to multiple dimensions, whereas the dimensions item and location are again connected to City and Supplier dimension respectively.Fact Constellation schema Example:
In this schema, we can find two fact table Sales and Shipping connecting with each other and are again connected to multiple dimension tables individually.
Now we are jumping into the actual topic “Cognos Business Intelligence”.Overall DWH architecture
We will be dealing with Cognos reporting tool and Cognos Metadata managing tool and other useful tools that Cognos BI has.
Let’s go through where BI will actually come into picture
The below image shows overall Data warehouse Architecture. From data load to using the data loaded into the tables for enhancing the business of your organization. From all the data sources (may it be Operational databases, Flat files etc.) we load the data into data warehouse through different ETL process and creating cubes and using the data for mining purpose.
The below figure will describe the Business Intelligence flow how the data will be used for Business optimization. Business intelligence is a process from where you will be able to derive methods to enhance your business with the data that you have. Using BI one will be able to look at their data at different levels and will be able to make decisions to make their business better.
Cognos BI will be used to generate reports (list, crosstab, and charts). The below figure will show you the entire flow that happens with Cognos.
The first step in using Cognos BI is to gather requirements. This is possible when you understand your business structure and the data that drives your business. Once the requirement is finalized the next step is to create your framework metadata model. You can choose either to you star schema or snowflake schema or you can use the existing relational model.
After this step is done with we have to publish the model that we have created. Publishing the model will make your metadata model available for reporting purpose. Once your model is published, we can use the model to create different types of reports as per your requirement and we will schedule the reports basing your requirement.
Different Versions of Cognos
Cognos ReportNet (CRN) is a web-based software product for creating and managing ad-hoc and custom-made reports. ReportNet is developed by the Ottawa-based company Cognos (formerly Cognos Incorporated), an IBM company. The web-based reporting tool was launched in September 2003. Since IBM’s acquisition of Cognos, ReportNet has been renamed IBM Cognos ReportNet like all other Cognos products.
IBM Cognos 8 BI, initially launched in September 2005, combined the features of several previous products, including ReportNet, PowerPlay, Metrics Manager. There are also Express and Extended versions of Cognos 8 BI. Full features:
We can see different components and how they are fitting in. The top most layer, where we can see Cognos Connection, Administrator, Business Insight and different studios. They all are web-based and end-user needs not to install any client side software if he has the latest web browser installed.
The bottom layer is basically data layer where you may have homogeneous or heterogeneous database systems. Data may be relational or multi-dimensional. On top of it, we can see three modeling tools there — Framework Manager, Transformer, and Metric Designer. All of them are client based installation.
We’ll maintain the flow of components from top to bottom as shown in below BI components figure.
Before getting into the actual topics about how you create the model, deploy it and use it to create reports we have to first know the architecture of Cognos.
Cognos Business Intelligence framework is 3- tier architecture. The first tier of the architecture will be having the Web server which is responsible for the accessing the user interfaces. The second tier will be having IBM Cognos BI Server which will be having gateways and dispatchers to route requests from different UI’s to Database and communicate back to the server.
The Third Tier will have the data sources. You can have multiple data sources and they will connect to the Cognos server using JDBC or API’s.
The Below figure shows the architecture of Cognos BI:
In the data tier, you can see one more component called the “Content Store” which is a repository for the Cognos server. Whenever you save any objects reports, models everything the data is stored in Content Store database which once you reopen or reuse the existing object created will fetch the data from the Content Store. All this work will be performed by the “Content Manager”.
Content Manager: The content manager is responsible for connecting with the Content Store database and saving any report or model back to the Content Store.
Dispatcher: The job of dispatchers is to route requests sent from and to the Web UI/Windows based components.
Web-based and Windows Based components of Cognos
Cognos BI has two types of components,
1. Web-Based components.
2. Window based components.
Web-based components includes
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