The data architect and data engineer work in tandem – conceptualizing, visualizing, and then building an Enterprise Data Management Framework. The data architect visualizes the complete framework and creates the blueprint, which the data engineer uses to build the “digital framework.” The data engineering role has recently evolved from the traditional software-engineering field. Recent Enterprise […]
Next Generation Data Storage at Petabyte Scales
“Seven years ago, the petabyte was pretty much the exclusive realm of very, very, very, large enterprises, like Citibank or Boeing,” said Shridar Subramanian, VP Product and Marketing at StorageCraft, but petabyte-sized data sets are now becoming more common with smaller companies. Over time, more companies in the mid-sized enterprise space, and more importantly, companies […]
Jump Start Data Management Initiatives Through Improved Business Cases
Inch by inch, step by step, block by block – that’s how you build a business case for Data Management. What those inches, steps, and blocks will look like depends in large part on the organizational maturity of the business with regard to Data Management. In more mature businesses, it’s easier to make the case […]
The Importance of Data Literacy
Walk into a company embracing digital transformation and you’ll find monitors displaying colorful charts and pie graphs decorated with numbers. These dashboards show information about the business meant to assist employees in prioritizing work, seeing new opportunities, and driving efficiency. An important question remains, though: “How many employees trained on a business’ dashboards know how […]
So You Want to be a Data Curator?
Data Curation is highly focused on maintaining and managing metadata, and not the database itself. Consequently, much of Data Curation involves such things as good communications and the usage popularity of services or articles. Data Curators not only create, manage, and maintain data, but may also be involved in determining best practices for working with […]
Case Study: Bringing Credibility to Freddie Mac’s Data Stewardship Model
Jenny Schultz has been with Freddie Mac since 1998. “We have tried to do the ‘data thing’ more than a few times, driven by IT, but it never stuck because the business didn’t see the value in leveraging their data and managing and governing it,” she said during her Enterprise Data World Conference presentation titled […]
The State of Data Education: Bringing IT and the Business Together
There’s something missing in the way that many higher education institutions educate students about the intersection between technology and business. The problem: they often don’t. There just isn’t enough focus on getting those people who are studying the science – and art – of working with data to also work in tandem with business peers […]
A Brief History of Metadata
Metadata is a small amount of data designed to provide reference information about other data. For example, in 280 BC, the Great Library of Alexandria attached a small, dangling tag to the end of each individual scroll. The tags gave the title, subject, and author, allowing library users to assume the content, without having to […]
Big Data Integration 101: The What, Why, and How
Big Data Integration is an important and essential step in any Big Data project. There are, however, several issues to take into consideration. Generally speaking, Big Data Integration combines data originating from a variety of different sources and software formats, and then provides users with a translated and unified view of the accumulated data. Managing […]
Graph Database vs. Document Database: Different Levels of Abstraction
“Remember that every science is based upon an abstraction. An abstraction is taking a point of view or looking at things under a certain aspect or from a particular angle. All sciences are differentiated by their abstraction.” (Fulton Sheen) Graph and document databases (aka document stores), also demonstrate this principle. In 2018, graph databases really […]