Article

OLAP (Online analytical processing), is helpful for fast analysis of data and report generating

Topic: SoftwarePublished December 23, 2010

Legacy signals

Legacy popularity: 598 legacy views

Reader rating

Not enough ratings yet

Aggregate average appears after enough eligible reader ratings.

Rate this resource

Sign in to rate this resource.

Sign in to rate this resource

Generally OLAP cube is a data structure. It engages in fast investigation of data. It is a powerful system for manipulating and analyzing the data from different perspectives.

There are some limitations of relational databases. This is why the data collection was done into cubes. Relational databases are not well equaled with the next data to continuous investigation and display the large amount of data. Whether OLTP (On-Line Transaction Processing) are better for creating reports from a series of data. There are some report making tools available in relational databases but they are not faster as OLTP.

OLAP cubes are similar to the extensions of the two-dimensional array of a table. Let us take one instance a company wants to study some finance record by product, by time-period, by town, by type of income and price, and by comparing finance record with a monetary budget. The additional methods of study the data are known as dimensions. There three or more dimensions can exist in OLAP system so the term hypercube is used.

The OLAP has some numeric data which is called measures. Measures are further classified by the dimensions. The cube organization can be created from the table organization in a relational database. Measures are created from the rows in the data table and we can get dimensions from the dimension tables.

An economics expert may view or he wants to build a pivot table in different traditions, such as displaying all the cities down the page and displaying all the goods across a page. This could be for a particular time, version and price. He may wants to view the data in a different way next time. The cube could fruitfully be changed to the reverse order i.e. time across the page and type of price down the page. Actually this system facilitates re-summarizing of huge facts within very short time. This change of the outlook of data has to be done by using OLAP in order to save the analyst's time.

Article author

About the Author

Carlos Quijada is an IT professional associated with the field since the last 20 years. His core area of ecialization is programming. Besides working with one of the leading IT services, he writes about technology and its benefits, OLAP.

Further reading

Further Reading

4 total

Article

Organizations are starting to scale their cloud native operations. And as they do, the inefficiency of managing dozens of isolated clusters has become an evident problem. As the clusters continue to sprawl, businesses must unite diverse workloads onto shared infrastructure. This is because companies need better resource utilization and centralized governance among other things. But it is imperative to remember that going from a single tenant to a multi-tenant environment need

March 12, 2026

Article

It has been for everyone to see the short product lifecycles and a pressing need for rapid technical scalability that have come to define the modern startup ecosystem. For early-stage companies, the challenge is no longer just conceptualizing a solution. But they must also carry it out with enough precision to withstand high market volatility and fierce competition. We know that internal teams concentrate on core business strategy and fundraising. That still leaves us with th

March 12, 2026

Article

In today’s regulated and data-driven environments, organizations are under constant pressure to ensure that temperature and environmental conditions remain within defined limits. Even small fluctuations can result in product loss, compliance violations, or operational downtime. As a result, many facilities are moving away from manual checks and standalone sensors and adopting comprehensive environmental monitoring solutions instead. An environmental monitor provides rea

March 5, 2026

Article

Organizations have come to rely heavily on large amounts of data in today's competitive markets. But to what end? For starters, to inform strategic decisions and power machine learning models. It goes without saying that the value of these digital assets is completely dependent on the accuracy of the underlying data. So, when data is fragmented or inconsistent across departments, you will obviously have inaccurate reporting and operational inefficiencies at your hands. This c

March 2, 2026