Browsing the Operational Data Store (ODS)
What Is an ODS?An operational data store (or “ODS”) is another paradigm for integrating enterprise data that is relatively simpler than a data warehouse (DW). Read More
An operational data store (or “ODS”) is another paradigm for integrating enterprise data that is relatively simpler than a data warehouse (DW). Read More
For the last 30 or so years, the precursor to most large scale business intelligence (BI) environments has been the Enterprise Data Warehouse (EDW). A data warehouse (DW) is usually a central database (DB) for reporting, planning, and analyzing summarized, subject-matter data integrated from disparate, historical transaction sources. Read More
Background
Lines of business do not think in terms of metadata per se. Users want to know what information is available, and where it is. They want to know if the data is reliable, protected, who’s using it, where it came from and how it’s been changed. Read More
Full disclosure: As this article is authored by an ETL-centric company with its strong suit in manipulating big data outside of databases, what follows will not seem objective to many. Read More
Big data integration activities can happen outside the database in an extract, transform, load (ETL) environment, or inside the database in ELT:
http://www.iri.com/blog/data-transformation2/etl-vs-elt-we-posit-you-judge/
One example of an ELT operation would be Informatica’s Pushdown Optimization option, in which users transform data in a relational database like Oracle, or in Teradata. Read More
The IRI data management platform Voracity, as well as its constituent tools, can perform and speed big data warehouse extract, transform, load (ETL) operations, delaying the need for new hardware or expensive proprietary appliances: http://www.iri.com/blog/data-transformation2/a-big-data-quandary-hardware-or-software-appliances-or-cosort/ Read More
In 1992, Digital Equipment Corporation (DEC, long since acquired) asked IRI to develop a 4GL interface to CoSort in the syntax of the VAX VMS sort/merge utility. Read More
IRI Workbench is a powerful, and free integrated development environment (IDE) built on Eclipse designed for the user-friendly creation, management, and deployment of jobs in most IRI software products. Read More
Big Data Problem Big data volumes are growing exponentially. This phenomenon has been happening for years, but its pace has accelerated dramatically since 2012. Check out this blog entitled Big Data Just Beginning to Explode from CSC for a similar viewpoint on the emergence of big data and the challenges related thereto. Read More
Database Test Data Usage – This blog caught my eye because of its title, Do the right thing when testing with production data. It struck me as oxymoronic, since we know production data should not be used for testing at all …
Of course we know how tempting it is to use production data for testing applications, simulating databases, prototyping ETL operations, and just about anything else that needs to work with the real thing. Read More