The term data-driven describes a business state where data is used to power decision-making and other related activities efficiently, in real-time. For a business, reaching the data-driven state is like the difference between driving an automobile and traveling by horse. Data-driven businesses get to their destination faster and more efficiently. Data-driven characteristics include well-integrated data […]
What Is Canonical Data Modeling?
Canonical Data Modeling documents, using Data Modeling techniques, how messages or packets pass between different systems internally in the organization and across different company systems, to do e-business. Data sometimes vary, across systems, in their definitions. For example, a company may have defined “customer” for a data warehouse constructed 10 years ago and then characterized […]
What Is BASE?
BASE describes database processing germane to a NoSQL database, such as a data lake. An increasing number of data volumes and variability, according to DAMA DMBoK, spurred the BASE philosophy. Its popularity rose in 2008. BASE provides less assurance than ACID, but it scales very well and reacts well to rapid data changes. BASE construction […]
What Is Data Intelligence?
Just as a business must be effective in monitoring and managing finances, it also needs data intelligence capabilities to monitor and manage its data assets. Data intelligence, describes discovering, understanding, and governing data so that the business gets the maximum value in its investment of data with the minimum risk. This can also mean a […]
What Is a Chief Data Officer (CDO)?
A Chief Data Officer (CDO) helps bridge the gap between technology and business. This person evangelizes an enterprise-wide Data Management strategy at a senior level. The CDO leads Data Management initiatives, enabling an organization to leverage its data assets and gain a competitive advantage from them. A CDO tends to be part business strategist, adviser, […]
What Is Data Integration?
Data integration refers to actions taken in creating consistent, quality, and usable data from one or more diverse data sets. As technologies become more complex and change over time, data variety and volume grow exponentially and the speed of data transfer becomes ever shorter. Data integration has and will continue to become more critical to […]
What Are Microservices?
Microservices are a flexible, single-purpose software program essentially compatible with any application. Think of them like individual pieces of furniture. Each article (e.g., a sofa, chair, or table) can stand apart and function. But the sum of things make-up the whole (e.g. a chair can surround a table for eating in a dining room or […]
Fundamentals of Data Stewardship: Frameworks and Responsibilities
If organizations must have Data Stewardship, but struggle with deploying valuable Data Stewardship programs, how can companies mitigate the challenges and get better results faster? The Art of War, by the Chinese military general Sun Tzu, provides insight. He advised, “strategy without tactics is the slowest route to victory. Tactics without strategy is the noise […]
What Is Hyperconvergence (HCI)?
Hyperconvergence (HCI) is a software infrastructure that integrates multiple compute, network, and storage resources into one system. Think of it as a closet full of customized, matching outfits. Matching pants, shirts, and jackets hang on one hanger and jeans, t-shirts, and sweaters hang from another. A person can easily pull both from the same place: […]
What Is a Digital Twin?
A digital twin is a virtual device that contains the exact state, information, and organization of the physical device to which it is connected. Think of it as a test version before proceeding with product development or interacting with a real-world device. Digital twins go hand-in-hand with implementing the Internet of Things (IoT). Industrial companies […]