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Big Data

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The Main Categories of Business Intelligence

At the outset of your data warehousing project, don’t focus on the type of tools you need — yet. Instead, concentrate on figuring out the types of questions users will ask against the data warehouse’s [more…]

Business Analysis (OLAP)

Business analysis is the term used to describe visualizing data in a multidimensional manner. Query and report data typically is presented in row after row of two-dimensional data. The first dimension [more…]

Data Mining for Data Warehousing

At times, data mining for data warehousing is not comingled with the other forms of business intelligence. This lack of integration occurs for two reasons: [more…]

Data Warehousing: Dashboards and Scorecards

The early and mid-1980s experienced a frenzy in executive information systems (EIS) technology, a sort of predecessor to the 1990s data warehousing boom. Early EIS technology received a mixed welcome and [more…]

Other Types of Business Intelligence

Alas, the neat, organized model that has four different types of business intelligence categories (querying and reporting, business analysis [OLAP], data mining, and dashboards and scorecards) can be expanded [more…]

Business Intelligence Architecture and Data Warehousing

The early days of business intelligence processing (any variety except data mining) had a strong, two-tier, first-generation client/server flavor. (Some business intelligence environments that were hosted [more…]

What Functionality Does a Querying and Reporting Tool Provide?

To help you understand the functionality that a querying and reporting tool offers, this list describes some of the tasks they can help you perform: [more…]

Querying and Reporting Tools for Data Warehousing

A querying and reporting tool helps you run regular reports, create organized listings, and perform cross-tabular reporting and querying. Here are some querying and reporting tools to familiarize yourself [more…]

Designing a Relational Database for Querying and Reporting Support

Your data warehousing environment or a specific data mart that your main data warehouse will feed might have the mission of generating a finite and predictable set of reports. Here is one approach to designing [more…]

Five Vendors with Querying and Reporting Products for Data Warehousing

There are several vendors that provide querying and reporting tools you might want to consider using with your data warehouse. Here are five that are worth considering. [more…]

Data Mining

The distinguishing characteristic about data mining, as compared with querying, reporting, or even OLAP, is that you can get information without having to ask specific questions. [more…]

Three Vendors with Data Mining Products

There are several vendors that sell data mining products you might want to consider using with your data warehouse. Here are three that are worth considering. [more…]

Dashboard and Scorecard Principles

The fundamental principle behind the dashboard and scorecards functionality of a data warehouse is, “Tell me a lot of things, but don’t make me work too hard.” [more…]

The Relationship between Dashboards, Scorecards, and Other Parts of Business Intelligence

Dashboards and scorecards are often linked to results from other business intelligence tools, representing a presentation mechanism, rather than an analytical mechanism. For example, you might create the [more…]

The Idea behind Multidimensional Databases

Multidimensional databases (MDDBs) throw out the conventions of their relational ancestors and organize data in a manner that’s highly conducive to multidimensional analysis. To understand multidimensional [more…]

Horizontal versus Vertical Data Storage Management

Most relational database managers have been built on a horizontal storage manager, which places all data in a database by row (or record) when a transaction occurs. A database table is represented as a [more…]

Data Warehouse Appliances

Like with bell-bottom jeans, hardware-assisted databases are on the comeback trail. Microsoft, Oracle, and Netezza are all the rage at database seminars around the globe. In the mid– to late 1980s, vendors [more…]

Data Warehousing Specialty Database Products

There are several vendors that have data warehousing specialty database products that you might want to check out. Here are five that are worth considering. [more…]

What Is Middleware?

Loosely defined, middleware is a set of services that perform various functions in a distributed computing environment, across a wide set of server and client systems. In essence, middleware is computer [more…]

Middleware for Data Warehousing

Middleware is computer software that connects software components. In a data warehousing environment, the middleware services are the set of programs and routines that do the following: [more…]

Should You Use Tools or Custom Code?

In the early days of data warehousing, most organizations handled middleware services through custom coding, rather than with the few tools available at the time, as shown in this example: [more…]

Middleware Services: Data Selection and Extractions

The primary purpose of the data-selection and –extraction service is to select from (find in) a data source the data that you want to move into the data warehouse and then [more…]

Middleware Services: Data Quality Assurance

You should establish two different quality assurance (QA) services in the flow of middleware services. You have to perform the first QA tasks against the extract from the data source before you perform [more…]

Middleware Services: Data Mapping and Transformation

This figure shows an environment in which data is being extracted from three different data sources for inclusion in a data warehouse, and each of the three sources is on a different platform. At some [more…]

Middleware Services: Data Movement and Data Loading

In most situations, the two middleware services — selection and extraction, and quality assurance — take place on the same platform (system) on which the data source resides. If your data warehouse will [more…]

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