When Maria Voreh started at the Federal Bureau of Investigation (FBI), her first assignment was working on the Integrated Automated Fingerprint System (IAFS), technology often seen in police movies and television shows such as “CSI.” “They take a print and the machine does this magic work, and sub-seconds later the suspect is found.” Voreh is […]
Data Architecture and Artificial Intelligence: How Do They Work Together?
Artificial intelligence (AI) is rapidly gaining ground as core business competency. Today’s machine learning (ML) or deep learning (DL) algorithms promise to revolutionize business models and processes, restructure workforces, and transform data infrastructures to enhance process efficiency and improve decision-making throughout the enterprise. Gone are the days of data silos and manual algorithms. However, widespread […]
Case Study: Data Protection and HCI for Carrs Tool Data Architecture Upgrade
“Existing conditions” is a term for conditions that don’t last very long. Amazon changed the face of retail. Google democratized access to information. Facebook and pretty much every social media site has changed the way we interact with each other. Change came to Carrs Tool Steels, too. The U.K. supplier of tool steel and high-strength […]
Data Quality’s Importance to Blockchain
What’s the connection between Data Quality and Blockchain? Dan Myers, principal information quality educator at DQMatters and the publisher of The Conformed Dimensions of Data Quality — which seeks to align the Data Management community by using common definitions — addressed the issue during his Enterprise Data World Conference presentation titled “Improved Data Quality Implications […]
A Brief History of Data Containers
Data containers have become crucial for the efficient transport of data to a public cloud and back to a private platform. Containers are software packages containing everything needed for the software to run. This includes libraries, system tools, and settings, as well as an executable program. Additionally, containers offer another layer of security because the […]
Enterprise Data Literacy: Understanding Data Management
To truly understand data-as-an-asset requires Enterprise Data Literacy, an organizational capability to take, analyze, and use data to remain secure and competitive. But achieving a high Enterprise Data Literacy can remain daunting when business and IT interact together. All too often in the middle of a project sprint, IT gets stuck on a minor problem, […]
Data Governance and Serverless Computing
Some of the latest buzz in the big data world is centered around the complexity of on-premises, Hadoop technology implementation, and so enterprises are getting restless and moving to the cloud. In an increasingly cloud-friendly business landscape, serverless computing may hold more promise than retrofitting Hadoop. More and more global businesses are moving to the […]
Metadata Repository Essential Use Cases
“Even though we’re working with very sophisticated Data Science resources, we still hear over and over, ‘I don’t even know what data is available,’” said Susan Swanson, the Senior Manager of Data Modeling and Architecture at Health Care Service Corporation (HCSC), an organization that offers regional health care coverage and services. Speaking at the DATAVERSITY® […]
Unify Data Governance with Data Architecture
Think of an organization trying to create a single understanding of the information of the organization and the instances of that data around its estate. Consider different groups of people contributing to and using this model from different perspectives and varying reasons. And view this in the context of Data Governance, Data Architecture or Business […]
A Brief History of Open Source Data Technologies
Openly sharing information has been a part of human culture since the beginning of civilization. Information would be shared with the general community and the practice has had a powerful impact on the development of tools and machinery. In opposition to this practice, is the concept of ownership and control over new ideas and concepts, […]