COG-632 exam Dumps Source : IBM Cognos 10 BI Metadata Model Developer
Test Code : COG-632
Test designation : IBM Cognos 10 BI Metadata Model Developer
Vendor designation : IBM
real questions : 53 true Questions
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As they settle for and welcome the entrepreneurial culture with open hands, it gives guidelines to agencies about the feasible hazards of going out of company if they don't rob the critical precautions to live on the competitors. This includes adopting alternate and opening your intellect to fresh technology that can improvement the enterprise and waiton it linger competitive within the long-time period. IBM strives to present individuals and companies know-how that contributes to their progress.
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Why You want IBM Infosphere Datastage working towards
With a robust ETL (Extract, transform, and cargo) manner, a company can dig deep into massive records units via queries and retrieve significant counsel that can live a friendly notion for the company. furthermore, with effectual integration, that you can steer limpid of any delays in decision-making, which may waiton you gain first-mover talents in an already saturated market. With InfoSphere DataStage, IBM brings you a sophisticated ETL device in order to no longer best waiton you construct information, however additionally connote you can present it graphically and rob selections in cogent time, saving you from a misplaced chance.
ExistBI’s working towards software covers every thing, from administration to architecture and programming to information processing to assist you to assemble a complete notion of the utility. moreover, their partnership with IBM permits us to convey licensed getting to know fabric and fingers-on working towards from certified individuals eachandevery throughout the globe. With DataStage, they are able to waiton you gape at a strategic growth.
How IBM Cognos is distinctive
in contrast to InfoSphere DataStage, IBM Cognos is a traffic intelligence instrument that is web-based. It presents entertaining tackle for analytics, reporting, metrics, score carding, and monitoring. The a few add-ons of IBM Cognos that encompass a framework manager, cube dressmaker, and transformer permit for the efficient processing of facts and formulation of relationships to attain at actionable effects. The Cognos express addition additionally allows company users to plot, budget, and forecast, which is constructive in production, earnings, advertising, analysis and development, and other departments.
With a enterprise intelligence device enjoy Cognos by way of your facet, you could arrive at advantageous and principal information that is enjoyable and catered to your particular wants. The sources could live previous traffic information or records picked up from numerous sources within the users’ neighborhood to aid you absorb in intellect the market traits and what can live anticipated in the future. and not using a BI tool, surviving this changed era may well live a problem. With ExistBI’s IBM Cognos practising, you absorb got more suitable probabilities of stumbling upon whatever thing entertaining in an effort to interest the hundreds than devoid of it.
Why select ExistBI
Our commitment to empowering businesses with know-how is only a step against achieving every thing the belt has to offer. organizations requisite BI application and tackle to rate more informed choices and emerge because the winners. With their IBM practicing features and solutions, they aim to aid groups regulate to the concomitant world.
To learn more about us, consult with their YouTube channel, “ExistBI — Uniting enterprise and technology.” To birth off with, click on on this link and stir through their videos on enterprise intelligence: https://www.youtube.com/playlist?list=PLREDZv-uBI06RtZQVGpI15_ETc3ExlJab.
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IBM’s cloud computing strategy is clear-cut to some extent with Cognos 10, the latest unencumber of the traffic intelligence platform.
As a portion of Cognos 10, IBM is delivering a cloud-based provider they designation Cognos 10 within the Cloud.
It’s a hosted provider for companies that wish to transfer its license to the cloud or fully host online.
The strategy offers some perception into the IBM utility group’s mode to cloud computing.
We contemplate three distinctions to the Cognos approach and how it reflects on IBM’s approach.Hosted, now not SaaS
The carrier has the identical aspects that comes with Cognos 10, arguably the highlight of IBM’s tips on claim convention. It aspects predictive analytics and companionable collaboration capabilities through its integration with Lotus Connections.
Cognos 10 in the Cloud is not in the vein of a traditonal SaaS provider. You pay a license fee for internet hosting your license. shoppers might too switch the license from on-premise to the IBM Cloud. valued clientele might too also settle to purchase a hosted license without investing within the on-premise carrier.Streaming information from the Cloud
Cognos 10 is a heavy responsibility analytics engine. SPSS is baked in. It pulls in information from the cloud, including unstructured statistics. users can exhaust third-celebration information to assemble a historical evaluation, contemplate a true-time circulation or conclude “what if,” analysis.less About Cloud, greater About beginning
It’s questionable if there's claim for a pure cloud computing service. companies absorb deep investments in information centers but they are searching for the birthright way to prolong to a cloud environment. That’s a trend they contemplate a Great deal from SAP, VMware, Microsoft and a host of others.
IBM says it’s approach with Cognos 10 is much less about the cloud than start. valued clientele desire a dwelling to position their application license. That’s the birth IBM is making with Cognos 10 within the Cloud.
we absorb questions concerning the IBM method. it’s just a minute portion of IBM’s cloud providing but it’s illustrative of a larger strategy to rate exhaust of the cloud as an option birth model for usual application offerings.
IBM provides collaboration, cellular waiton and straightforward-to-use analytics to its flagship BI application.
At its fresh company Analytics discussion board in Las Vegas this week, IBM (NYSE: IBM) persisted its aggressive shove into enterprise intelligence and analytics with a number of fresh product releases, including the newest release of its flagship BI application, Cognos 10.
additionally at the fresh convention for Cognos and SPSS users, large Blue unveiled DB2 10 database utility with a forty percent performance boost, IBM InfoSphere Server eight.5 statistics integration and pleasant software, and a expertise preview of Hadoop-primarily based large data analytics application.
Cognos 10 boasts a few fresh facets, together with collaboration and analytics capabilities and iPad, iPhone and BlackBerry help.
IBM expenses Cognos 10 as "probably the most immense analytics offering because the acquisition of Cognos" three years in the past. The addition of Lotus Connections software adds companionable collaboration and the capability to talk as considerations arise.
IBM too claims "intuitive navigation capabilities and simplified user event" that "eliminates the frustration of having to interrupt user instruct of notion on account of the requisite to swap between views to assemble the birthright tips."
The application offers an built-in view of archaic assistance with precise-time updates. users can select various views from essential true-time suggestions to advanced predictive analytics.
IBM said Cognos 10 "takes analytics out of the typical structure of reports and charts to a more interactive design and broader evaluation and perception, making it less demanding by using proposing built-in photographs and movies to sheperd traffic clients. they could now benefit instant perception with analytics in an light to exhaust layout every time, anywhere on their mobile gadgets."
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Data Warehouse Concepts
What is a Data Warehouse?
A warehouse in general terms is a repository where they store their 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 device for the future.
The accepted 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 they absorb an organization established in many different locations and each location maintains a data warehouse which they convene it as data mart because a warehouse will absorb eachandevery the data integrated and as far as data mart is considered it will live a portion of the data warehouse.
What are uses of having a Data Warehouse?
A Data Warehouse, in general, is used to analyze trends over a era of time and enhances the decision making of an organization. Once the data is loaded into the warehouse will live creating an OLAP cube or directly exhaust the data to analyze trends. Basing on which the top flush management will approach their future traffic strategies.
Data warehouse Architecture
We will multiple sources there eachandevery the operational data will live stored. Some may store them in flat files and some in databases. They will absorb to read eachandevery the sources and execute ETL (Extract, Transform and Load operations) which will live used to integrate data from these sources and transform them into one unique structure and then load into their 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 they are reading data from multiple sources and transforming the data and loading into your warehouse, then on top of that they are creating their data marts.
Bottom-up Approach: The contradictory of the above approach is this. Here they will live creating data marts first and then they will create their data ware house on top of eachandevery the data marts.
Data Warehouse Terms
The schema is a analytic arrangement of tables in a data warehouse. They absorb schemas in relational databases. Very much enjoy selfsame Data warehouse has schema’s namely Star schema, Snowflake schema, and Fact-Constellation.Star Schema
In this analytic arrangement of tables, the fact table will live at the heart of the schema surrounded by multiple dimension tables. Fact and dimension tables are linked via a Primary — Foreign Key relationship. Fact table will live having foreign keys of eachandevery the Dimension tables along with the facts whereas a Dimension table will live having attributes which characterize the Dimension.Snowflake Schema:
In this analytic arrangement of tables, they absorb dimension tables connected to other dimension tables which in revolve are connected to fact table via a primary-foreign key relationship. Else they can dispute that the Dimension tables in Snowflake schema are normalized. Because of the normalization, the data redundancy will live reduced and a lot of storage space is saved.Fact Constellation Schema:
A fact constellation schema, unlike the start or snowflake, will absorb multiple fact tables. It is too 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 eachandevery dimension tables along with facts enjoy 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, they can find two fact table Sales and Shipping connecting with each other and are again connected to multiple dimension tables individually.
Now they are jumping into the actual topic “Cognos traffic Intelligence”.Overall DWH architecture
We will live dealing with Cognos reporting instrument and Cognos Metadata managing instrument and other useful tools that Cognos BI has.
Let’s travel through where BI will actually near into picture
The below image shows overall Data warehouse Architecture. From data load to using the data loaded into the tables for enhancing the traffic of your organization. From eachandevery the data sources (may it live Operational databases, Flat files etc.) they load the data into data warehouse through different ETL process and creating cubes and using the data for mining purpose.
The below pattern will characterize the traffic Intelligence current how the data will live used for traffic optimization. traffic intelligence is a process from where you will live able to derive methods to enhance your traffic with the data that you have. Using BI one will live able to gape at their data at different levels and will live able to rate decisions to rate their traffic better.
Cognos BI will live used to generate reports (list, crosstab, and charts). The below pattern will pointto you the entire current that happens with Cognos.
The first step in using Cognos BI is to assemble requirements. This is practicable when you understand your traffic 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 select either to you star schema or snowflake schema or you can exhaust the existing relational model.
After this step is done with they absorb to publish the model that they absorb created. Publishing the model will rate your metadata model available for reporting purpose. Once your model is published, they can exhaust the model to create different types of reports as per your requirement and they 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 instrument was launched in September 2003. Since IBM’s acquisition of Cognos, ReportNet has been renamed IBM Cognos ReportNet enjoy eachandevery 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 too Express and Extended versions of Cognos 8 BI. replete features:
We can contemplate different components and how they are fitting in. The top most layer, where they can contemplate Cognos Connection, Administrator, traffic Insight and different studios. They eachandevery 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 absorb homogeneous or heterogeneous database systems. Data may live relational or multi-dimensional. On top of it, they can contemplate three modeling tools there — Framework Manager, Transformer, and Metric Designer. eachandevery of them are client based installation.
We’ll maintain the current 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 exhaust it to create reports they absorb to first know the architecture of Cognos.
Cognos traffic Intelligence framework is 3- tier architecture. The first tier of the architecture will live having the Web server which is responsible for the accessing the user interfaces. The second tier will live having IBM Cognos BI Server which will live having gateways and dispatchers to route requests from different UI’s to Database and communicate back to the server.
The Third Tier will absorb the data sources. You can absorb multiple data sources and they will connect to the Cognos server using JDBC or API’s.
The Below pattern shows the architecture of Cognos BI:
In the data tier, you can contemplate 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 protest created will fetch the data from the Content Store. eachandevery this drudgery will live 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
I’d enjoy to thank Patrick Callahan, Senior Director at AmberLeaf for his contributions to this article.
Based on the interest from my eventual article on hosted analytics, I decided to continue the trend and talk about businessintelligence in a software as a service (SaaS) mode. Customer relationship management (CRM) applications flocked to SaaS models based on the success of salesforce.com. Traditional on-premise vendors enjoy Siebel, SalesLogix, Microsoft, Oracle, Onyx and the leisure followed suit by providing SaaS solutions. The seduce of no administration, no hassle upgrades, low switching barriers and fastimplementation times attracted many customers into the fresh model.
However, traffic intelligence, database marketing and data warehousing absorb typically lagged these types of trends. It reminds me of the shift to the offshore implementation and uphold model. Datawarehousing lagged this trend due to the closer relationship between users and their uphold staff, the numerous requests for minute enhancements that requisite to live performed quickly and the massiveamount of systems integration between legacy systems.
Trepidation with SaaS models for traffic intelligence (BI) appeared for the selfsame reasoning. As traffic intelligence became the heart of large data integration and data property efforts, concernsover the scalability and sophistication of SaaS vendors in this regard raised cautionary flags. In fairness, CRM systems are not without their data integration challenges, and the SaaS vendors haverisen to the occasion with APIs and other connectivity tools.
Nevertheless, progress cannot live stopped. It is BI’s revolve to drove to the cloud and the software industry is responding.Data Warehouse Infrastructure The first major technologies from BI SaaS models are coming from the infrastructure side. fresh startups are aiming at the Teradata/Netezza marketplace as highly scalable, incredibly fast, query(and data loading) processors. Using proprietary databases (sometimes columnar, inverted index structures with unique compression algorithms, sometimes with proprietary hardware, sometimes not), SaaSvendors are raising the bar in cost per performance benchmarks. Though Netezza is probably quiet the leader in the performance category, Netezzainstallations permeate a large premium for the effort.
Vertica may live the leader in this category. With some formalized benchmarks against Oracle, some price/performance studies against Netezza, andover 60 clients, they absorb grabbed some early market share. They absorb opted for an open architecture by creating an ODBC interface to their database so you can continue using your favorite reportingapplication. traffic Objects and Cognos on the traffic intelligence side and Informatica on the ETL side absorb eachandevery certified on the Vetrica engine. Some fresh skills will live erudite as the physicalmodel for a columnar architecture is slightly different than a typical relational model. Vertica provides a data administration application that lets modelers design the analytic model and Verticaconverts and generates the physical model.
Birst differs from Vertica in the sense that it provides an automated solution with its own front cease to its database and a data loader. Basically,you load up your data, and Birst figures out the optimal data model given its technology. The metadata is captured and automatically generates the user interface for the reporting piece, with sometailoring capabilities available. With its dashboard, Birst’s SaaS offering provides a consistent and central location for reporting output, making it easily accessible to many consumers.
With similar aspects to Vertica’s and Birst’s solutions, PivotLink’s SaaS delivery model includes a columnar architecture for their data store for performance, integrating data from various sources, and an optimized front-end to generate and deliver reports and dashboards for on-demand needs. With the front-end capabilities, PivotLink too provides report subscription and alert capabilities. Originally started as SeaTab in 1998, PivotLink has a solid customer list and several recent awards; PivotLink offers a stout SaaS BI option.
Other niche players worth keeping tabs on in this space are Information Builders, Oco and friendly Data.
Depending on the organization, you might find the open architecture of Vertica or the turnkey aspects of Birst and PivotLink, or the perpendicular analytics of LucidEra more advantageous. Each promote jumpstart implementations and tender attractive pricing options and each should live closely evaluated for your specific BI needs.The SaaS model and each of these solutions are not birthright for everyone – if they conclude fit, they provide a nice advantage. consider the following when evaluating SaaS:
Probably most notable is Omniture as a web analytics provider. Omniture is by far the market leader in web analytics (maybe except forWebTrends and/or NetRatings). They provide management reports, ad hoc query and lately a suite of applications to waiton test your website design. For instance, if you are thinking of changing your registration page, you can exhaust their suite to execute an A/B (or far more complicated multivariate) test and monitor the results.
Hitwise, Compete, and Coremetrics provide countrywide (and in some cases international) web analytics across organizations. You can exhaust these applications to competitively benchmarkyour website activity against your competitors. You can contemplate if you absorb spikes at the selfsame time as your competitors or if changes in your website stole page consumption.
To illustrate how primary analytics is to on-demand applications, VerticalResponse has recently overhauled the analytical component oftheir core email application. VerticalResponse is one of the leaders in providing marketing technology for minute businesses. They now provide benchmarks and scorecards so their customers can evaluatethe effectiveness of their campaigns, offers, creative and overall approach. They can essentially rank their campaigns and strategies in order to multiply response rates.
Maybe you can even consider Panorama’s deal with Google Apps and Salesforce.com a hosted analytical application. Panorama has recently embedded their query technology into Google Spreadsheetsto waiton rate Google Apps more Excel-like. foundation functionality is free and advanced functionality is only $29/year.
LucidEra is my final solution in this group, offering SaaS BI analytics for ERM and CRM needs, having available pre-built perpendicular solutions or more general exhaust of their enterprise solution. Diverging notmuch from the prior solutions, LucidEra provides connectors for data integration and targets the ease of setup and exhaust for their solutionto very specific CRM (salesfoce.com) and ERM (Oracle) focuses. enjoy most of the others, LucidEra’s executive team has a stout pedigree in the traffic intelligence and CRM arenas, and their direction has strengthened their position in the market.
I believe the notion of pre-canned, hosted applications for marketing response, sales targeting, sales analysis or customer analytics may provide a huge value for organizations – especially ifthese applications absorb plug-ins to accepted CRM and marketing automation tools enjoy Siebel, salesforce.com, RightNow and Unica.Summary Though there is quiet hefty concern (for friendly reason) about the ease of enterprise integration, quick changes and flexibility with traffic intelligence SaaS solutions, this wave will continueto multiply as more customers opt for the model. I believe that the infrastructure vendors will requisite to prove that time to market does decrease, that this is just not a total cost of ownership play andthat they can rate their information pervasive throughout the organization (possibly in near real-time) if requisite be. Regardless, the several recent acquisitions by the BI behemoths (IBM and Cognos,for one) absorb altered the BI industry landscape, and the SaaS solutions mentioned in this article already absorb several competitive advantages that will rate it difficult for the larger organizationsto entangle up in the short term.
The issue with the application vendors is the long-term aspect of integrating their application with the leisure of the organization’s data. For instance, for user flush behavior, many clients wind up extracting particular data from Omniture into their corporate BI systems. Is that effort worthwhile or should they bring web analytics completely in house? Point applications on a hosted levelwill requisite to absorb light ways of integrating data with the enterprise so they don’t become just another island of analytics.
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